DataFrame
NO COMPARISON TARGET
177162
ROWS
0
DUPLICATES
790.8 MB
RAM
434
FEATURES
127
CATEGORICAL
304
NUMERICAL
3
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
isFraud
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
1
TransactionID
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
177,162
(100%)
ZEROES:
---
MAX
3578k
95%
3548k
Q3
3429k
AVG
3282k
MEDIAN
3282k
Q1
3135k
5%
3017k
MIN
2987k
RANGE
591k
IQR
294k
STD
170k
VAR
29.0B
KURT.
-1.20
SKEW
-0.001
SUM
581.5B
2
TransactionDT
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
175,575
(>99%)
ZEROES:
---
MAX
15.8M
95%
14.9M
Q3
11.2M
AVG
7.4M
MEDIAN
7.3M
Q1
3.0M
5%
0.8M
MIN
0.1M
RANGE
15.7M
IQR
8.2M
STD
4.6M
VAR
21.3T
KURT.
-1.23
SKEW
0.130
SUM
1.3T
3
TransactionAmt
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
10,724
(6%)
ZEROES:
---
MAX
31,937
95%
445
Q3
125
AVG
135
MEDIAN
69
Q1
43
5%
20
MIN
0
RANGE
31,937
IQR
81.8
STD
247
VAR
61,107
KURT.
1,610
SKEW
18.3
SUM
24.0M
4
ProductCD
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
5
card1
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
9,475
(5%)
ZEROES:
---
MAX
18,396
95%
17,306
Q3
14,208
AVG
9,898
MEDIAN
9,678
Q1
6,019
5%
2,039
MIN
1,006
RANGE
17,390
IQR
8,188
STD
4,906
VAR
24.1M
KURT.
-1.14
SKEW
-0.041
SUM
1.8B
6
card2
VALUES:
174,540
(99%)
MISSING:
2,622
(1%)
DISTINCT:
500
(<1%)
ZEROES:
---
MAX
600
95%
567
Q3
512
AVG
362
MEDIAN
361
Q1
215
5%
111
MIN
100
RANGE
500
IQR
297
STD
158
VAR
24,893
KURT.
-1.33
SKEW
-0.199
SUM
63.3M
7
card3
VALUES:
176,702
(>99%)
MISSING:
460
(<1%)
DISTINCT:
95
(<1%)
ZEROES:
---
MAX
231
95%
185
Q3
150
AVG
153
MEDIAN
150
Q1
150
5%
150
MIN
100
RANGE
131
IQR
0.00
STD
11.3
VAR
128
KURT.
6.34
SKEW
2.04
SUM
27.1M
8
card4
VALUES:
176,699
(>99%)
MISSING:
463
(<1%)
DISTINCT:
4
(<1%)
9
card5
VALUES:
175,917
(>99%)
MISSING:
1,245
(<1%)
DISTINCT:
95
(<1%)
ZEROES:
---
MAX
237
95%
226
Q3
226
MEDIAN
226
AVG
199
Q1
166
5%
102
MIN
100
RANGE
137
IQR
60.0
STD
41.3
VAR
1,708
KURT.
-0.066
SKEW
-1.22
SUM
35.0M
10
card6
VALUES:
176,701
(>99%)
MISSING:
461
(<1%)
DISTINCT:
4
(<1%)
11
addr1
VALUES:
157,575
(89%)
MISSING:
19,587
(11%)
DISTINCT:
207
(<1%)
ZEROES:
---
MAX
536
95%
485
Q3
330
MEDIAN
299
AVG
290
Q1
204
5%
126
MIN
100
RANGE
436
IQR
126
STD
102
VAR
10,320
KURT.
-0.498
SKEW
0.372
SUM
45.8M
12
addr2
VALUES:
157,575
(89%)
MISSING:
19,587
(11%)
DISTINCT:
53
(<1%)
ZEROES:
---
MAX
102.0
95%
87.0
Q3
87.0
MEDIAN
87.0
AVG
86.8
Q1
87.0
5%
87.0
MIN
10.0
RANGE
92.0
IQR
0.00
STD
2.61
VAR
6.84
KURT.
247
SKEW
-14.2
SUM
13.7M
13
dist1
VALUES:
71,544
(40%)
MISSING:
105,618
(60%)
DISTINCT:
2,082
(1%)
ZEROES:
5,949
(3%)
MAX
8,081
95%
831
Q3
24
AVG
117
MEDIAN
8
Q1
3
5%
0
MIN
0
RANGE
8,081
IQR
21.0
STD
370
VAR
137k
KURT.
37.0
SKEW
5.15
SUM
8.4M
14
dist2
VALUES:
11,189
(6%)
MISSING:
165,973
(94%)
DISTINCT:
1,100
(<1%)
ZEROES:
1,037
(<1%)
MAX
11,623
95%
1,043
Q3
214
AVG
233
MEDIAN
38
Q1
7
5%
0
MIN
0
RANGE
11,623
IQR
207
STD
527
VAR
277k
KURT.
60.8
SKEW
5.94
SUM
2.6M
15
P_emaildomain
VALUES:
148,546
(84%)
MISSING:
28,616
(16%)
DISTINCT:
59
(<1%)
16
R_emaildomain
VALUES:
41,175
(23%)
MISSING:
135,987
(77%)
DISTINCT:
60
(<1%)
17
C1
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
871
(<1%)
ZEROES:
156
(<1%)
MAX
4,668
95%
24
Q3
3
AVG
14
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
4,668
IQR
2.00
STD
135
VAR
18,196
KURT.
660
SKEW
23.7
SUM
2.5M
18
C2
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
772
(<1%)
ZEROES:
140
(<1%)
MAX
5,624
95%
29
Q3
3
AVG
16
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
5,624
IQR
2.00
STD
156
VAR
24,492
KURT.
644
SKEW
23.4
SUM
2.8M
19
C3
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
176,414
(>99%)
MAX
25.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
25.0
IQR
0.00
STD
0.136
VAR
0.018
KURT.
17,274
SKEW
108
SUM
958
20
C4
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
612
(<1%)
ZEROES:
135,562
(77%)
MAX
2,240
95%
1
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,240
IQR
0.00
STD
69.7
VAR
4,857
KURT.
532
SKEW
21.8
SUM
745k
21
C5
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
302
(<1%)
ZEROES:
111,641
(63%)
MAX
335
95%
10
Q3
1
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
335
IQR
1.00
STD
26.1
VAR
679
KURT.
36.1
SKEW
5.80
SUM
999k
22
C6
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
728
(<1%)
ZEROES:
14,845
(8%)
MAX
2,240
95%
15
Q3
2
AVG
9
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
2,240
IQR
1.00
STD
72.4
VAR
5,240
KURT.
454
SKEW
19.5
SUM
1.6M
23
C7
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
466
(<1%)
ZEROES:
157,024
(89%)
MAX
2,242
95%
1
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,242
IQR
0.00
STD
62.1
VAR
3,861
KURT.
790
SKEW
27.1
SUM
515k
24
C8
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
596
(<1%)
ZEROES:
134,260
(76%)
MAX
3,317
95%
2
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,317
IQR
0.00
STD
96.0
VAR
9,211
KURT.
737
SKEW
25.9
SUM
931k
25
C9
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
196
(<1%)
ZEROES:
55,194
(31%)
MAX
210
95%
9
Q3
2
AVG
5
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
210
IQR
2.00
STD
16.8
VAR
282
KURT.
35.7
SKEW
5.70
SUM
800k
26
C10
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
609
(<1%)
ZEROES:
135,974
(77%)
MAX
3,244
95%
2
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,244
IQR
0.00
STD
96.2
VAR
9,262
KURT.
682
SKEW
25.0
SUM
949k
27
C11
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
774
(<1%)
ZEROES:
556
(<1%)
MAX
3,170
95%
15
Q3
2
AVG
10
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
3,170
IQR
1.00
STD
95.3
VAR
9,077
KURT.
573
SKEW
22.1
SUM
1.8M
28
C12
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
538
(<1%)
ZEROES:
146,862
(83%)
MAX
3,170
95%
1
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,170
IQR
0.00
STD
87.2
VAR
7,610
KURT.
805
SKEW
27.3
SUM
738k
29
C13
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
1,153
(<1%)
ZEROES:
10,751
(6%)
MAX
2,903
95%
105
Q3
12
AVG
33
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
2,903
IQR
11.0
STD
130
VAR
17,024
KURT.
125
SKEW
8.90
SUM
5.8M
30
C14
VALUES:
177,162
(100%)
MISSING:
---
DISTINCT:
664
(<1%)
ZEROES:
10,890
(6%)
MAX
1,417
95%
14
Q3
2
AVG
8
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
1,417
IQR
1.00
STD
50.1
VAR
2,514
KURT.
340
SKEW
16.4
SUM
1.5M
31
D1
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
641
(<1%)
ZEROES:
83,648
(47%)
MAX
640
95%
490
Q3
123
AVG
95
MEDIAN
3
Q1
0
5%
0
MIN
0
RANGE
640
IQR
123
STD
158
VAR
24,993
KURT.
2.15
SKEW
1.80
SUM
16.8M
32
D2
VALUES:
93,223
(53%)
MISSING:
83,939
(47%)
DISTINCT:
641
(<1%)
ZEROES:
4,471
(3%)
MAX
640
95%
539
Q3
277
AVG
170
MEDIAN
97
Q1
25
5%
1
MIN
0
RANGE
640
IQR
252
STD
178
VAR
31,525
KURT.
-0.182
SKEW
1.01
SUM
15.8M
33
D3
VALUES:
98,608
(56%)
MISSING:
78,554
(44%)
DISTINCT:
601
(<1%)
ZEROES:
22,023
(12%)
MAX
731
95%
129
Q3
27
AVG
28
MEDIAN
8
Q1
1
5%
0
MIN
0
RANGE
731
IQR
26.0
STD
62.0
VAR
3,850
KURT.
24.5
SKEW
4.51
SUM
2.8M
34
D4
VALUES:
126,161
(71%)
MISSING:
51,001
(29%)
DISTINCT:
734
(<1%)
ZEROES:
49,733
(28%)
MAX
869
95%
543
Q3
252
AVG
140
MEDIAN
26
Q1
0
5%
0
MIN
-90
RANGE
959
IQR
252
STD
191
VAR
36,397
KURT.
-0.026
SKEW
1.17
SUM
17.6M
35
D5
VALUES:
84,098
(47%)
MISSING:
93,064
(53%)
DISTINCT:
642
(<1%)
ZEROES:
19,566
(11%)
MAX
819
95%
244
Q3
32
AVG
42
MEDIAN
9
Q1
1
5%
0
MIN
0
RANGE
819
IQR
31.0
STD
88.5
VAR
7,834
KURT.
12.5
SKEW
3.40
SUM
3.5M
36
D6
VALUES:
21,881
(12%)
MISSING:
155,281
(88%)
DISTINCT:
713
(<1%)
ZEROES:
13,664
(8%)
MAX
869
95%
402
Q3
38
AVG
69
MEDIAN
0
Q1
0
5%
0
MIN
-74
RANGE
943
IQR
38.0
STD
143
VAR
20,496
KURT.
4.85
SKEW
2.28
SUM
1.5M
37
D7
VALUES:
11,699
(7%)
MISSING:
165,463
(93%)
DISTINCT:
499
(<1%)
ZEROES:
6,384
(4%)
MAX
745
95%
312
Q3
17
AVG
41
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
745
IQR
17.0
STD
97.6
VAR
9,522
KURT.
8.34
SKEW
2.93
SUM
477k
38
D8
VALUES:
22,578
(13%)
MISSING:
154,584
(87%)
DISTINCT:
7,112
(4%)
ZEROES:
235
(<1%)
MAX
1,708
95%
739
Q3
186
AVG
145
MEDIAN
37
Q1
1
5%
0
MIN
0
RANGE
1,708
IQR
185
STD
232
VAR
53,636
KURT.
4.91
SKEW
2.25
SUM
3.3M
39
D9
VALUES:
22,578
(13%)
MISSING:
154,584
(87%)
DISTINCT:
24
(<1%)
ZEROES:
1,265
(<1%)
MAX
0.958
95%
0.958
Q3
0.833
MEDIAN
0.667
AVG
0.560
Q1
0.208
5%
0.000
MIN
0.000
RANGE
0.958
IQR
0.625
STD
0.317
VAR
0.101
KURT.
-1.15
SKEW
-0.581
SUM
12,653
40
D10
VALUES:
154,213
(87%)
MISSING:
22,949
(13%)
DISTINCT:
755
(<1%)
ZEROES:
66,319
(37%)
MAX
876
95%
535
Q3
201
AVG
125
MEDIAN
15
Q1
0
5%
0
MIN
0
RANGE
876
IQR
201
STD
183
VAR
33,546
KURT.
0.589
SKEW
1.38
SUM
19.2M
41
D11
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
667
(<1%)
ZEROES:
33,254
(19%)
MAX
668
95%
532
Q3
277
AVG
148
MEDIAN
45
Q1
0
5%
0
MIN
-33
RANGE
701
IQR
277
STD
186
VAR
34,746
KURT.
-0.291
SKEW
1.03
SUM
13.8M
42
D12
VALUES:
19,352
(11%)
MISSING:
157,810
(89%)
DISTINCT:
596
(<1%)
ZEROES:
12,760
(7%)
MAX
647
95%
377
Q3
12
AVG
53
MEDIAN
0
Q1
0
5%
0
MIN
-74
RANGE
721
IQR
12.0
STD
123
VAR
15,192
KURT.
5.17
SKEW
2.48
SUM
1.0M
43
D13
VALUES:
18,482
(10%)
MISSING:
158,680
(90%)
DISTINCT:
459
(<1%)
ZEROES:
14,606
(8%)
MAX
847
95%
105
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
847
IQR
0.00
STD
67.2
VAR
4,511
KURT.
35.9
SKEW
5.51
SUM
324k
44
D14
VALUES:
18,625
(11%)
MISSING:
158,537
(89%)
DISTINCT:
690
(<1%)
ZEROES:
13,505
(8%)
MAX
869
95%
398
Q3
2
AVG
58
MEDIAN
0
Q1
0
5%
0
MIN
-193
RANGE
1,062
IQR
2.00
STD
137
VAR
18,902
KURT.
6.29
SKEW
2.57
SUM
1.1M
45
D15
VALUES:
150,322
(85%)
MISSING:
26,840
(15%)
DISTINCT:
778
(<1%)
ZEROES:
52,045
(29%)
MAX
876
95%
566
Q3
316
AVG
165
MEDIAN
53
Q1
0
5%
0
MIN
-74
RANGE
950
IQR
316
STD
203
VAR
41,219
KURT.
-0.546
SKEW
0.948
SUM
24.7M
46
M1
VALUES:
95,791
(54%)
MISSING:
81,371
(46%)
DISTINCT:
2
(<1%)
47
M2
VALUES:
95,791
(54%)
MISSING:
81,371
(46%)
DISTINCT:
2
(<1%)
48
M3
VALUES:
95,791
(54%)
MISSING:
81,371
(46%)
DISTINCT:
2
(<1%)
49
M4
VALUES:
92,533
(52%)
MISSING:
84,629
(48%)
DISTINCT:
3
(<1%)
50
M5
VALUES:
71,902
(41%)
MISSING:
105,260
(59%)
DISTINCT:
2
(<1%)
51
M6
VALUES:
126,354
(71%)
MISSING:
50,808
(29%)
DISTINCT:
2
(<1%)
52
M7
VALUES:
73,303
(41%)
MISSING:
103,859
(59%)
DISTINCT:
2
(<1%)
53
M8
VALUES:
73,307
(41%)
MISSING:
103,855
(59%)
DISTINCT:
2
(<1%)
54
M9
VALUES:
73,307
(41%)
MISSING:
103,855
(59%)
DISTINCT:
2
(<1%)
55
V1
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
2
(<1%)
56
V2
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
7
(<1%)
57
V3
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
10
(<1%)
58
V4
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
6
(<1%)
59
V5
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
7
(<1%)
60
V6
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
7
(<1%)
61
V7
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
8
(<1%)
62
V8
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
7
(<1%)
63
V9
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
8
(<1%)
64
V10
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
5
(<1%)
65
V11
VALUES:
93,358
(53%)
MISSING:
83,804
(47%)
DISTINCT:
5
(<1%)
66
V12
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
4
(<1%)
67
V13
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
7
(<1%)
68
V14
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
2
(<1%)
69
V15
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
7
(<1%)
70
V16
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
13
(<1%)
ZEROES:
135,569
(77%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.346
VAR
0.120
KURT.
81.7
SKEW
4.49
SUM
18,996
71
V17
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
12
(<1%)
ZEROES:
134,310
(76%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.363
VAR
0.132
KURT.
44.0
SKEW
3.79
SUM
20,577
72
V18
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
12
(<1%)
ZEROES:
134,302
(76%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.371
VAR
0.138
KURT.
47.5
SKEW
4.06
SUM
20,801
73
V19
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
7
(<1%)
74
V20
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
14
(<1%)
ZEROES:
29,100
(16%)
MAX
15.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.463
VAR
0.214
KURT.
22.4
SKEW
0.507
SUM
131k
75
V21
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
4
(<1%)
76
V22
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
8
(<1%)
77
V23
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
13
(<1%)
ZEROES:
177
(<1%)
MAX
13.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.253
VAR
0.064
KURT.
270
SKEW
12.3
SUM
160k
78
V24
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
13
(<1%)
ZEROES:
171
(<1%)
MAX
13.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.311
VAR
0.097
KURT.
156
SKEW
9.21
SUM
163k
79
V25
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
6
(<1%)
80
V26
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
12
(<1%)
ZEROES:
3,965
(2%)
MAX
11.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.214
VAR
0.046
KURT.
161
SKEW
3.38
SUM
152k
81
V27
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
3
(<1%)
82
V28
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
3
(<1%)
83
V29
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
6
(<1%)
84
V30
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
8
(<1%)
85
V31
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
7
(<1%)
86
V32
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
13
(<1%)
ZEROES:
132,877
(75%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.372
VAR
0.138
KURT.
64.3
SKEW
4.09
SUM
21,920
87
V33
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
6
(<1%)
88
V34
VALUES:
154,200
(87%)
MISSING:
22,962
(13%)
DISTINCT:
12
(<1%)
ZEROES:
133,152
(75%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.359
VAR
0.129
KURT.
26.3
SKEW
3.13
SUM
21,416
89
V35
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
4
(<1%)
90
V36
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
5
(<1%)
91
V37
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
39
(<1%)
ZEROES:
107
(<1%)
MAX
53.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
53.0
IQR
0.00
STD
0.729
VAR
0.532
KURT.
1,129
SKEW
24.8
SUM
140k
92
V38
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
43
(<1%)
ZEROES:
107
(<1%)
MAX
53.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
53.0
IQR
0.00
STD
0.903
VAR
0.816
KURT.
651
SKEW
19.3
SUM
147k
93
V39
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
15
(<1%)
ZEROES:
107,207
(61%)
MAX
14.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.445
VAR
0.198
KURT.
82.8
SKEW
5.61
SUM
20,789
94
V40
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
15
(<1%)
ZEROES:
107,155
(60%)
MAX
14.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.498
VAR
0.248
KURT.
79.3
SKEW
6.02
SUM
22,202
95
V41
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
2
(<1%)
96
V42
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
8
(<1%)
97
V43
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
9
(<1%)
98
V44
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
42
(<1%)
ZEROES:
144
(<1%)
MAX
47.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
47.0
IQR
0.00
STD
0.681
VAR
0.464
KURT.
1,330
SKEW
29.9
SUM
137k
99
V45
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
43
(<1%)
ZEROES:
135
(<1%)
MAX
47.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
47.0
IQR
0.00
STD
0.777
VAR
0.603
KURT.
877
SKEW
23.8
SUM
142k
100
V46
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
6
(<1%)
101
V47
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
8
(<1%)
102
V48
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
6
(<1%)
103
V49
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
6
(<1%)
104
V50
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
6
(<1%)
105
V51
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
6
(<1%)
106
V52
VALUES:
126,148
(71%)
MISSING:
51,014
(29%)
DISTINCT:
8
(<1%)
107
V53
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
6
(<1%)
108
V54
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
7
(<1%)
109
V55
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
17
(<1%)
ZEROES:
59
(<1%)
MAX
16.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.396
VAR
0.157
KURT.
184
SKEW
10.8
SUM
164k
110
V56
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
31
(<1%)
ZEROES:
59
(<1%)
MAX
46.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
46.0
IQR
0.00
STD
0.675
VAR
0.455
KURT.
1,019
SKEW
22.8
SUM
173k
111
V57
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
7
(<1%)
112
V58
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
10
(<1%)
113
V59
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
12
(<1%)
ZEROES:
134,572
(76%)
MAX
12.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.375
VAR
0.140
KURT.
37.2
SKEW
3.93
SUM
20,521
114
V60
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
12
(<1%)
ZEROES:
134,487
(76%)
MAX
12.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.415
VAR
0.172
KURT.
42.8
SKEW
4.56
SUM
21,836
115
V61
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
7
(<1%)
116
V62
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
10
(<1%)
117
V63
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
8
(<1%)
118
V64
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
8
(<1%)
119
V65
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
2
(<1%)
120
V66
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
6
(<1%)
121
V67
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
8
(<1%)
122
V68
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
3
(<1%)
123
V69
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
6
(<1%)
124
V70
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
7
(<1%)
125
V71
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
7
(<1%)
126
V72
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
10
(<1%)
127
V73
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
6
(<1%)
128
V74
VALUES:
153,874
(87%)
MISSING:
23,288
(13%)
DISTINCT:
8
(<1%)
129
V75
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
5
(<1%)
130
V76
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
6
(<1%)
131
V77
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
24
(<1%)
ZEROES:
189
(<1%)
MAX
29.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
29.0
IQR
0.00
STD
0.545
VAR
0.297
KURT.
320
SKEW
13.7
SUM
163k
132
V78
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
30
(<1%)
ZEROES:
189
(<1%)
MAX
31.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.805
VAR
0.649
KURT.
345
SKEW
15.2
SUM
172k
133
V79
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
8
(<1%)
134
V80
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
14
(<1%)
ZEROES:
130,386
(74%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.406
VAR
0.165
KURT.
83.9
SKEW
5.36
SUM
21,556
135
V81
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
17
(<1%)
ZEROES:
130,358
(74%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.450
VAR
0.202
KURT.
80.5
SKEW
5.79
SUM
22,896
136
V82
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
7
(<1%)
137
V83
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
8
(<1%)
138
V84
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
8
(<1%)
139
V85
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
8
(<1%)
140
V86
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
25
(<1%)
ZEROES:
243
(<1%)
MAX
29.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
29.0
IQR
0.00
STD
0.430
VAR
0.185
KURT.
630
SKEW
18.2
SUM
160k
141
V87
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
27
(<1%)
ZEROES:
234
(<1%)
MAX
29.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
29.0
IQR
0.00
STD
0.529
VAR
0.279
KURT.
447
SKEW
15.8
SUM
165k
142
V88
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
2
(<1%)
143
V89
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
3
(<1%)
144
V90
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
6
(<1%)
145
V91
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
7
(<1%)
146
V92
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
7
(<1%)
147
V93
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
8
(<1%)
148
V94
VALUES:
150,309
(85%)
MISSING:
26,853
(15%)
DISTINCT:
3
(<1%)
149
V95
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
378
(<1%)
ZEROES:
153,075
(86%)
MAX
874
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
874
IQR
0.00
STD
21.6
VAR
467
KURT.
971
SKEW
29.9
SUM
189k
150
V96
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
519
(<1%)
ZEROES:
109,789
(62%)
MAX
1,408
95%
6
Q3
1
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,408
IQR
1.00
STD
41.1
VAR
1,686
KURT.
720
SKEW
25.9
SUM
542k
151
V97
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
407
(<1%)
ZEROES:
136,050
(77%)
MAX
974
95%
3
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
974
IQR
0.00
STD
28.4
VAR
804
KURT.
681
SKEW
25.2
SUM
312k
152
V98
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
167,512
(95%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.288
VAR
0.083
KURT.
72.2
SKEW
6.44
SUM
11,109
153
V99
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
85
(<1%)
ZEROES:
121,007
(68%)
MAX
88.0
95%
4.0
Q3
1.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
88.0
IQR
1.00
STD
2.73
VAR
7.45
KURT.
217
SKEW
11.1
SUM
159k
154
V100
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
28
(<1%)
ZEROES:
148,819
(84%)
MAX
28.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.0
IQR
0.00
STD
0.954
VAR
0.911
KURT.
132
SKEW
8.84
SUM
48,798
155
V101
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
358
(<1%)
ZEROES:
166,786
(94%)
MAX
863
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
863
IQR
0.00
STD
21.2
VAR
447
KURT.
994
SKEW
30.3
SUM
163k
156
V102
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
464
(<1%)
ZEROES:
160,755
(91%)
MAX
1,285
95%
2
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,285
IQR
0.00
STD
36.7
VAR
1,349
KURT.
770
SKEW
26.8
SUM
332k
157
V103
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
385
(<1%)
ZEROES:
164,221
(93%)
MAX
926
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
926
IQR
0.00
STD
26.3
VAR
693
KURT.
723
SKEW
25.9
SUM
234k
158
V104
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
16
(<1%)
ZEROES:
169,045
(95%)
MAX
15.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.659
VAR
0.434
KURT.
265
SKEW
14.9
SUM
15,261
159
V105
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
67
(<1%)
ZEROES:
164,315
(93%)
MAX
96.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
96.0
IQR
0.00
STD
3.40
VAR
11.6
KURT.
453
SKEW
20.6
SUM
50,471
160
V106
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
47
(<1%)
ZEROES:
167,408
(94%)
MAX
55.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
1.85
VAR
3.42
KURT.
391
SKEW
19.1
SUM
29,624
161
V107
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
2
(<1%)
162
V108
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
163
V109
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
164
V110
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
165
V111
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
8
(<1%)
166
V112
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
8
(<1%)
167
V113
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
8
(<1%)
168
V114
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
169
V115
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
170
V116
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7
(<1%)
171
V117
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
3
(<1%)
172
V118
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
3
(<1%)
173
V119
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
3
(<1%)
174
V120
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
4
(<1%)
175
V121
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
4
(<1%)
176
V122
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
4
(<1%)
177
V123
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
70
(<1%)
MAX
13.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.232
VAR
0.054
KURT.
333
SKEW
13.4
SUM
183k
178
V124
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
16
(<1%)
MAX
13.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.378
VAR
0.143
KURT.
67.6
SKEW
6.24
SUM
194k
179
V125
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
51
(<1%)
MAX
13.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.284
VAR
0.081
KURT.
163
SKEW
9.33
SUM
186k
180
V126
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
4,576
(3%)
ZEROES:
153,075
(86%)
MAX
94,265
95%
183
Q3
0
AVG
134
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
94,265
IQR
0.00
STD
2,401
VAR
5.8M
KURT.
910
SKEW
28.9
SUM
23.6M
181
V127
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
11,795
(7%)
ZEROES:
109,789
(62%)
MAX
146k
95%
1k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
146k
IQR
108
STD
4,320
VAR
18.7M
KURT.
705
SKEW
25.5
SUM
60.6M
182
V128
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
6,740
(4%)
ZEROES:
136,050
(77%)
MAX
103k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
103k
IQR
0.00
STD
3,071
VAR
9.4M
KURT.
664
SKEW
24.8
SUM
36.9M
183
V129
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
1,089
(<1%)
ZEROES:
167,512
(95%)
MAX
12,500
95%
29
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
85.5
VAR
7,311
KURT.
7,627
SKEW
63.4
SUM
1.6M
184
V130
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
7,002
(4%)
ZEROES:
121,007
(68%)
MAX
30,250
95%
448
Q3
59
AVG
93
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
30,250
IQR
59.0
STD
313
VAR
97,932
KURT.
1,321
SKEW
19.6
SUM
16.4M
185
V131
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
2,608
(1%)
ZEROES:
148,819
(84%)
MAX
12,500
95%
171
Q3
0
AVG
31
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
140
VAR
19,555
KURT.
1,131
SKEW
19.6
SUM
5.5M
186
V132
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
2,878
(2%)
ZEROES:
166,786
(94%)
MAX
93,100
95%
48
Q3
0
AVG
107
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,100
IQR
0.00
STD
2,326
VAR
5.4M
KURT.
965
SKEW
29.9
SUM
18.9M
187
V133
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
4,628
(3%)
ZEROES:
160,755
(91%)
MAX
134k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
134k
IQR
0.00
STD
3,878
VAR
15.0M
KURT.
765
SKEW
26.7
SUM
37.1M
188
V134
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
3,700
(2%)
ZEROES:
164,221
(93%)
MAX
98,364
95%
98
Q3
0
AVG
150
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,364
IQR
0.00
STD
2,840
VAR
8.1M
KURT.
720
SKEW
25.8
SUM
26.5M
189
V135
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
1,713
(<1%)
ZEROES:
169,045
(95%)
MAX
60,500
95%
0
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
60,500
IQR
0.00
STD
332
VAR
110k
KURT.
18,066
SKEW
118
SUM
3.2M
190
V136
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
2,419
(1%)
ZEROES:
164,315
(93%)
MAX
60,500
95%
77
Q3
0
AVG
40
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
60,500
IQR
0.00
STD
478
VAR
229k
KURT.
4,330
SKEW
47.5
SUM
7.0M
191
V137
VALUES:
177,062
(>99%)
MISSING:
100
(<1%)
DISTINCT:
2,002
(1%)
ZEROES:
167,408
(94%)
MAX
60,500
95%
31
Q3
0
AVG
27
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
60,500
IQR
0.00
STD
380
VAR
145k
KURT.
10,532
SKEW
81.4
SUM
4.8M
192
V138
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
14
(<1%)
ZEROES:
24,292
(14%)
MAX
21.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.382
VAR
0.146
KURT.
758
SKEW
22.4
SUM
843
193
V139
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
29
(<1%)
ZEROES:
6,597
(4%)
MAX
28.0
95%
3.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.0
IQR
1.00
STD
1.33
VAR
1.78
KURT.
69.7
SKEW
5.98
SUM
26,463
194
V140
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
29
(<1%)
ZEROES:
6,589
(4%)
MAX
28.0
95%
3.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.0
IQR
1.00
STD
1.48
VAR
2.18
KURT.
57.7
SKEW
5.63
SUM
27,810
195
V141
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
5
(<1%)
196
V142
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
8
(<1%)
197
V143
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
371
(<1%)
ZEROES:
19,188
(11%)
MAX
863
95%
28
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
863
IQR
0.00
STD
56.6
VAR
3,207
KURT.
130
SKEW
10.9
SUM
213k
198
V144
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
63
(<1%)
ZEROES:
18,797
(11%)
MAX
62.0
95%
34.0
Q3
0.0
AVG
3.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
62.0
IQR
0.00
STD
10.6
VAR
112
KURT.
8.61
SKEW
3.08
SUM
93,062
199
V145
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
238
(<1%)
ZEROES:
18,440
(10%)
MAX
297
95%
200
Q3
1
AVG
22
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
297
IQR
1.00
STD
64.7
VAR
4,182
KURT.
7.83
SKEW
3.00
SUM
552k
200
V146
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
16
(<1%)
ZEROES:
22,552
(13%)
MAX
24.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
0.702
VAR
0.492
KURT.
248
SKEW
11.4
SUM
3,814
201
V147
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
21
(<1%)
ZEROES:
22,495
(13%)
MAX
26.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
0.788
VAR
0.621
KURT.
214
SKEW
11.2
SUM
4,178
202
V148
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
16
(<1%)
ZEROES:
6,597
(4%)
MAX
20.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
1.00
STD
0.602
VAR
0.363
KURT.
191
SKEW
7.29
SUM
18,932
203
V149
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
16
(<1%)
ZEROES:
6,589
(4%)
MAX
20.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
1.00
STD
0.647
VAR
0.419
KURT.
161
SKEW
7.25
SUM
19,210
204
V150
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
1,313
(<1%)
ZEROES:
---
MAX
3,389
95%
2,819
Q3
1
AVG
281
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
3,388
IQR
0.00
STD
834
VAR
695k
KURT.
6.33
SKEW
2.82
SUM
6.9M
205
V151
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
54
(<1%)
ZEROES:
---
MAX
57.0
95%
52.0
Q3
1.0
AVG
6.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
56.0
IQR
0.00
STD
15.3
VAR
235
KURT.
4.80
SKEW
2.58
SUM
161k
206
V152
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
30
(<1%)
ZEROES:
---
MAX
69.0
95%
68.0
Q3
1.0
AVG
9.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
68.0
IQR
0.00
STD
21.6
VAR
468
KURT.
2.84
SKEW
2.19
SUM
235k
207
V153
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
12
(<1%)
ZEROES:
6,597
(4%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
1.00
STD
0.546
VAR
0.298
KURT.
161
SKEW
5.58
SUM
18,630
208
V154
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
12
(<1%)
ZEROES:
6,589
(4%)
MAX
18.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
1.00
STD
0.559
VAR
0.312
KURT.
149
SKEW
5.51
SUM
18,736
209
V155
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
17
(<1%)
ZEROES:
6,597
(4%)
MAX
24.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.626
VAR
0.392
KURT.
288
SKEW
9.34
SUM
19,000
210
V156
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
18
(<1%)
ZEROES:
6,589
(4%)
MAX
24.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.668
VAR
0.446
KURT.
238
SKEW
8.91
SUM
19,270
211
V157
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
17
(<1%)
ZEROES:
6,597
(4%)
MAX
24.0
95%
2.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.702
VAR
0.493
KURT.
186
SKEW
7.24
SUM
20,218
212
V158
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
17
(<1%)
ZEROES:
6,589
(4%)
MAX
24.0
95%
2.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
1.00
STD
0.753
VAR
0.567
KURT.
150
SKEW
6.88
SUM
20,639
213
V159
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
2,721
(2%)
ZEROES:
20,594
(12%)
MAX
44,062
95%
25,783
Q3
0
AVG
2,751
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
44,062
IQR
0.00
STD
8,381
VAR
70.2M
KURT.
7.83
SKEW
3.01
SUM
67.9M
214
V160
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
3,402
(2%)
ZEROES:
19,089
(11%)
MAX
641k
95%
462k
Q3
0k
AVG
48k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
641k
IQR
0.00
STD
143k
VAR
20.5B
KURT.
7.54
SKEW
2.97
SUM
1.2B
215
V161
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
60
(<1%)
ZEROES:
23,854
(13%)
MAX
3,300
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
64.3
VAR
4,137
KURT.
1,502
SKEW
34.6
SUM
121k
216
V162
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
119
(<1%)
ZEROES:
23,793
(13%)
MAX
3,300
95%
0
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
71.8
VAR
5,149
KURT.
997
SKEW
27.1
SUM
163k
217
V163
VALUES:
24,699
(14%)
MISSING:
152,463
(86%)
DISTINCT:
72
(<1%)
ZEROES:
23,833
(13%)
MAX
3,300
95%
0
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
65.9
VAR
4,348
KURT.
1,362
SKEW
32.4
SUM
135k
218
V164
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
939
(<1%)
ZEROES:
19,188
(11%)
MAX
93,100
95%
2,415
Q3
0
AVG
902
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,100
IQR
0.00
STD
6,189
VAR
38.3M
KURT.
129
SKEW
11.0
SUM
22.3M
219
V165
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
1,273
(<1%)
ZEROES:
18,799
(11%)
MAX
98,364
95%
14,605
Q3
0
AVG
2,284
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,364
IQR
0.00
STD
8,370
VAR
70.1M
KURT.
58.9
SKEW
6.85
SUM
56.4M
220
V166
VALUES:
24,700
(14%)
MISSING:
152,462
(86%)
DISTINCT:
759
(<1%)
ZEROES:
18,797
(11%)
MAX
104k
95%
3k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,504
VAR
2.3M
KURT.
1,995
SKEW
33.7
SUM
9.2M
221
V167
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
376
(<1%)
ZEROES:
31,781
(18%)
MAX
866
95%
4
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
866
IQR
0.00
STD
43.2
VAR
1,865
KURT.
236
SKEW
14.8
SUM
170k
222
V168
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
461
(<1%)
ZEROES:
30,440
(17%)
MAX
962
95%
5
Q3
1
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
962
IQR
1.00
STD
55.4
VAR
3,069
KURT.
168
SKEW
12.4
SUM
253k
223
V169
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
18
(<1%)
ZEROES:
39,284
(22%)
MAX
18.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
0.888
VAR
0.788
KURT.
102
SKEW
8.75
SUM
6,976
224
V170
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
45
(<1%)
ZEROES:
2,852
(2%)
MAX
47.0
95%
4.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
47.0
IQR
0.00
STD
1.81
VAR
3.27
KURT.
153
SKEW
9.66
SUM
60,603
225
V171
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
52
(<1%)
ZEROES:
2,810
(2%)
MAX
61.0
95%
5.0
Q3
1.0
AVG
1.7
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
61.0
IQR
0.00
STD
2.51
VAR
6.28
KURT.
81.2
SKEW
7.03
SUM
71,591
226
V172
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
30
(<1%)
ZEROES:
38,675
(22%)
MAX
30.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.906
VAR
0.821
KURT.
480
SKEW
19.5
SUM
5,478
227
V173
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
7
(<1%)
228
V174
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
8
(<1%)
229
V175
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
12
(<1%)
ZEROES:
37,071
(21%)
MAX
13.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.870
VAR
0.756
KURT.
45.8
SKEW
6.34
SUM
9,084
230
V176
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
47
(<1%)
ZEROES:
1
(<1%)
MAX
47.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
47.0
IQR
0.00
STD
1.84
VAR
3.40
KURT.
195
SKEW
12.0
SUM
57,859
231
V177
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
353
(<1%)
ZEROES:
36,196
(20%)
MAX
855
95%
3
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
855
IQR
0.00
STD
42.3
VAR
1,788
KURT.
242
SKEW
15.0
SUM
153k
232
V178
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
453
(<1%)
ZEROES:
35,540
(20%)
MAX
1,235
95%
4
Q3
0
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,235
IQR
0.00
STD
71.0
VAR
5,044
KURT.
186
SKEW
13.2
SUM
287k
233
V179
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
389
(<1%)
ZEROES:
35,801
(20%)
MAX
918
95%
3
Q3
0
AVG
5
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
918
IQR
0.00
STD
51.9
VAR
2,690
KURT.
181
SKEW
13.0
SUM
212k
234
V180
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
75
(<1%)
ZEROES:
36,927
(21%)
MAX
80.0
95%
2.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
80.0
IQR
0.00
STD
6.17
VAR
38.0
KURT.
76.8
SKEW
8.57
SUM
39,424
235
V181
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
18
(<1%)
ZEROES:
37,674
(21%)
MAX
19.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
19.0
IQR
0.00
STD
1.26
VAR
1.59
KURT.
72.2
SKEW
8.02
SUM
10,661
236
V182
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
65
(<1%)
ZEROES:
36,992
(21%)
MAX
80.0
95%
2.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
80.0
IQR
0.00
STD
5.86
VAR
34.3
KURT.
85.5
SKEW
9.01
SUM
36,557
237
V183
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
42
(<1%)
ZEROES:
37,254
(21%)
MAX
41.0
95%
1.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
41.0
IQR
0.00
STD
3.00
VAR
9.02
KURT.
79.0
SKEW
8.69
SUM
20,825
238
V184
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
14
(<1%)
ZEROES:
38,393
(22%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.530
VAR
0.281
KURT.
102
SKEW
7.57
SUM
5,411
239
V185
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
22
(<1%)
ZEROES:
37,840
(21%)
MAX
31.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.708
VAR
0.501
KURT.
309
SKEW
11.5
SUM
7,224
240
V186
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
36
(<1%)
ZEROES:
1
(<1%)
MAX
37.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
37.0
IQR
0.00
STD
1.20
VAR
1.45
KURT.
326
SKEW
16.3
SUM
48,126
241
V187
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
162
(<1%)
ZEROES:
---
MAX
217
95%
2
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
216
IQR
0.00
STD
9.98
VAR
99.6
KURT.
260
SKEW
15.5
SUM
77,833
242
V188
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
25
(<1%)
ZEROES:
2,852
(2%)
MAX
30.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.695
VAR
0.483
KURT.
406
SKEW
14.8
SUM
42,671
243
V189
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
26
(<1%)
ZEROES:
2,810
(2%)
MAX
30.0
95%
2.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
0.820
VAR
0.673
KURT.
267
SKEW
12.8
SUM
43,728
244
V190
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
39
(<1%)
ZEROES:
1
(<1%)
MAX
41.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
41.0
IQR
0.00
STD
1.50
VAR
2.24
KURT.
258
SKEW
14.5
SUM
50,915
245
V191
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
21
(<1%)
ZEROES:
1
(<1%)
MAX
21.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.662
VAR
0.439
KURT.
381
SKEW
17.9
SUM
44,342
246
V192
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
42
(<1%)
ZEROES:
---
MAX
44.0
95%
1.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
43.0
IQR
0.00
STD
2.65
VAR
7.00
KURT.
172
SKEW
12.9
SUM
51,934
247
V193
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
37
(<1%)
ZEROES:
1
(<1%)
MAX
36.0
95%
1.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
36.0
IQR
0.00
STD
1.70
VAR
2.89
KURT.
224
SKEW
14.4
SUM
48,207
248
V194
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
8
(<1%)
249
V195
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
12
(<1%)
ZEROES:
2,810
(2%)
MAX
16.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.378
VAR
0.143
KURT.
296
SKEW
9.53
SUM
40,104
250
V196
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
36
(<1%)
ZEROES:
1
(<1%)
MAX
37.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
37.0
IQR
0.00
STD
1.07
VAR
1.15
KURT.
491
SKEW
20.5
SUM
45,371
251
V197
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
12
(<1%)
ZEROES:
2,852
(2%)
MAX
14.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.336
VAR
0.113
KURT.
151
SKEW
4.81
SUM
39,879
252
V198
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
17
(<1%)
ZEROES:
2,810
(2%)
MAX
21.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.498
VAR
0.248
KURT.
460
SKEW
16.1
SUM
40,441
253
V199
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
43
(<1%)
ZEROES:
1
(<1%)
MAX
44.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
1.69
VAR
2.87
KURT.
227
SKEW
13.6
SUM
53,443
254
V200
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
41
(<1%)
ZEROES:
2,852
(2%)
MAX
44.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
1.35
VAR
1.82
KURT.
382
SKEW
16.9
SUM
47,293
255
V201
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
49
(<1%)
ZEROES:
2,810
(2%)
MAX
55.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
1.53
VAR
2.35
KURT.
358
SKEW
16.0
SUM
49,077
256
V202
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
4,433
(3%)
ZEROES:
31,781
(18%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
4,828
VAR
23.3M
KURT.
224
SKEW
14.4
SUM
19.4M
257
V203
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
5,872
(3%)
ZEROES:
29,431
(17%)
MAX
140k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
140k
IQR
32.3
STD
9,246
VAR
85.5M
KURT.
120
SKEW
10.6
SUM
46.1M
258
V204
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
5,177
(3%)
ZEROES:
30,440
(17%)
MAX
104k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
20.0
STD
6,208
VAR
38.5M
KURT.
149
SKEW
11.6
SUM
29.7M
259
V205
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
1,262
(<1%)
ZEROES:
38,675
(22%)
MAX
12,500
95%
33
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
218
VAR
47,425
KURT.
1,003
SKEW
26.8
SUM
743k
260
V206
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
982
(<1%)
ZEROES:
39,869
(23%)
MAX
12,500
95%
0
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
108
VAR
11,574
KURT.
8,491
SKEW
82.4
SUM
248k
261
V207
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
1,813
(1%)
ZEROES:
36,928
(21%)
MAX
24,875
95%
68
Q3
0
AVG
71
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
24,875
IQR
0.00
STD
885
VAR
783k
KURT.
454
SKEW
20.2
SUM
3.0M
262
V208
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
1,555
(<1%)
ZEROES:
37,163
(21%)
MAX
3,300
95%
50
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
64.8
VAR
4,203
KURT.
1,126
SKEW
28.1
SUM
384k
263
V209
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
1,883
(1%)
ZEROES:
36,842
(21%)
MAX
8,050
95%
72
Q3
0
AVG
35
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
8,050
IQR
0.00
STD
249
VAR
61,908
KURT.
219
SKEW
12.3
SUM
1.5M
264
V210
VALUES:
41,955
(24%)
MISSING:
135,207
(76%)
DISTINCT:
1,662
(<1%)
ZEROES:
37,071
(21%)
MAX
3,300
95%
58
Q3
0
AVG
15
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,300
IQR
0.00
STD
89.6
VAR
8,026
KURT.
383
SKEW
15.7
SUM
618k
265
V211
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
2,983
(2%)
ZEROES:
36,196
(20%)
MAX
92,252
95%
195
Q3
0
AVG
398
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
92,252
IQR
0.00
STD
4,641
VAR
21.5M
KURT.
236
SKEW
14.9
SUM
16.7M
266
V212
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
3,457
(2%)
ZEROES:
35,540
(20%)
MAX
129k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
129k
IQR
0.00
STD
7,641
VAR
58.4M
KURT.
173
SKEW
12.6
SUM
32.8M
267
V213
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
3,263
(2%)
ZEROES:
35,801
(20%)
MAX
97,516
95%
232
Q3
0
AVG
554
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
97,516
IQR
0.00
STD
5,610
VAR
31.5M
KURT.
178
SKEW
12.9
SUM
23.2M
268
V214
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
1,089
(<1%)
ZEROES:
37,674
(21%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
885
VAR
783k
KURT.
9,687
SKEW
91.8
SUM
1.8M
269
V215
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
1,378
(<1%)
ZEROES:
36,992
(21%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,241
VAR
1.5M
KURT.
2,519
SKEW
36.5
SUM
5.9M
270
V216
VALUES:
41,899
(24%)
MISSING:
135,263
(76%)
DISTINCT:
1,249
(<1%)
ZEROES:
37,254
(21%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
954
VAR
910k
KURT.
7,166
SKEW
73.7
SUM
3.3M
271
V217
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
138
(<1%)
ZEROES:
29,492
(17%)
MAX
301
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
301
IQR
0.00
STD
10.1
VAR
102
KURT.
535
SKEW
22.2
SUM
43,733
272
V218
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
184
(<1%)
ZEROES:
27,090
(15%)
MAX
393
95%
5
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
393
IQR
1.00
STD
14.4
VAR
207
KURT.
392
SKEW
18.8
SUM
70,029
273
V219
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
166
(<1%)
ZEROES:
28,316
(16%)
MAX
371
95%
4
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
371
IQR
1.00
STD
12.6
VAR
158
KURT.
483
SKEW
21.0
SUM
56,136
274
V220
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
25
(<1%)
ZEROES:
39,950
(23%)
MAX
24.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
1.02
VAR
1.04
KURT.
147
SKEW
10.4
SUM
7,348
275
V221
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
57
(<1%)
ZEROES:
9,732
(5%)
MAX
384
95%
4
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
384
IQR
0.00
STD
3.23
VAR
10.4
KURT.
6,127
SKEW
61.6
SUM
54,946
276
V222
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
57
(<1%)
ZEROES:
9,709
(5%)
MAX
384
95%
4
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
384
IQR
0.00
STD
3.37
VAR
11.4
KURT.
5,145
SKEW
54.5
SUM
58,609
277
V223
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
13
(<1%)
ZEROES:
36,217
(20%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.397
VAR
0.158
KURT.
256
SKEW
10.8
SUM
3,641
278
V224
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
51
(<1%)
ZEROES:
33,711
(19%)
MAX
143
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
143
IQR
0.00
STD
3.23
VAR
10.4
KURT.
1,144
SKEW
30.6
SUM
15,067
279
V225
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
25
(<1%)
ZEROES:
34,961
(20%)
MAX
51.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
1.22
VAR
1.50
KURT.
978
SKEW
27.4
SUM
7,420
280
V226
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
63
(<1%)
ZEROES:
36,749
(21%)
MAX
242
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
242
IQR
0.00
STD
3.09
VAR
9.53
KURT.
2,173
SKEW
36.5
SUM
10,288
281
V227
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
30
(<1%)
ZEROES:
38,583
(22%)
MAX
360
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
360
IQR
0.00
STD
2.54
VAR
6.44
KURT.
12,352
SKEW
101
SUM
6,673
282
V228
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
39
(<1%)
ZEROES:
---
MAX
53.0
95%
3.0
Q3
1.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
52.0
IQR
0.00
STD
1.49
VAR
2.21
KURT.
228
SKEW
11.5
SUM
53,292
283
V229
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
63
(<1%)
ZEROES:
---
MAX
176
95%
4
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
175
IQR
0.00
STD
4.12
VAR
17.0
KURT.
1,091
SKEW
29.6
SUM
64,183
284
V230
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
55
(<1%)
ZEROES:
---
MAX
64.0
95%
3.0
Q3
1.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
63.0
IQR
0.00
STD
2.10
VAR
4.40
KURT.
318
SKEW
14.5
SUM
57,543
285
V231
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
132
(<1%)
ZEROES:
33,822
(19%)
MAX
291
95%
2
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
291
IQR
0.00
STD
9.39
VAR
88.2
KURT.
567
SKEW
22.8
SUM
32,366
286
V232
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
150
(<1%)
ZEROES:
33,122
(19%)
MAX
330
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
330
IQR
0.00
STD
10.9
VAR
119
KURT.
515
SKEW
21.6
SUM
42,008
287
V233
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
142
(<1%)
ZEROES:
33,483
(19%)
MAX
325
95%
3
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
325
IQR
0.00
STD
10.6
VAR
112
KURT.
538
SKEW
22.2
SUM
38,041
288
V234
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
114
(<1%)
ZEROES:
36,162
(20%)
MAX
121
95%
2
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
121
IQR
0.00
STD
11.4
VAR
130
KURT.
40.3
SKEW
6.25
SUM
90,336
289
V235
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
17
(<1%)
ZEROES:
35,389
(20%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
0.00
STD
0.927
VAR
0.859
KURT.
147
SKEW
10.8
SUM
7,268
290
V236
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
35
(<1%)
ZEROES:
34,725
(20%)
MAX
45.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
2.22
VAR
4.94
KURT.
234
SKEW
14.6
SUM
12,276
291
V237
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
27
(<1%)
ZEROES:
35,075
(20%)
MAX
39.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
0.00
STD
1.79
VAR
3.19
KURT.
259
SKEW
15.2
SUM
10,144
292
V238
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
18
(<1%)
ZEROES:
39,076
(22%)
MAX
23.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.573
VAR
0.329
KURT.
219
SKEW
10.6
SUM
5,418
293
V239
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
19
(<1%)
ZEROES:
38,946
(22%)
MAX
23.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
0.627
VAR
0.394
KURT.
200
SKEW
10.7
SUM
5,852
294
V240
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
4
(<1%)
295
V241
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
3
(<1%)
296
V242
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
20.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
19.0
IQR
0.00
STD
0.658
VAR
0.433
KURT.
183
SKEW
11.4
SUM
43,635
297
V243
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
32
(<1%)
ZEROES:
---
MAX
57.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
56.0
IQR
0.00
STD
1.33
VAR
1.76
KURT.
890
SKEW
26.0
SUM
46,034
298
V244
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
21
(<1%)
ZEROES:
---
MAX
22.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
0.00
STD
0.694
VAR
0.482
KURT.
198
SKEW
11.8
SUM
43,809
299
V245
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
37
(<1%)
ZEROES:
9,732
(5%)
MAX
262
95%
1
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
0
MIN
0
RANGE
262
IQR
0.00
STD
2.16
VAR
4.65
KURT.
8,160
SKEW
79.7
SUM
37,512
300
V246
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
35
(<1%)
ZEROES:
---
MAX
44.0
95%
2.0
Q3
1.0
AVG
1.2
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
43.0
IQR
0.00
STD
1.10
VAR
1.21
KURT.
366
SKEW
15.4
SUM
46,543
301
V247
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
13
(<1%)
ZEROES:
---
MAX
15.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
14.0
IQR
0.00
STD
0.260
VAR
0.068
KURT.
810
SKEW
23.5
SUM
40,140
302
V248
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
15
(<1%)
ZEROES:
---
MAX
36.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
35.0
IQR
0.00
STD
0.841
VAR
0.708
KURT.
1,394
SKEW
35.3
SUM
41,771
303
V249
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
22.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
0.00
STD
0.496
VAR
0.246
KURT.
1,131
SKEW
30.9
SUM
40,776
304
V250
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
15
(<1%)
ZEROES:
9,732
(5%)
MAX
17.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
0.482
VAR
0.232
KURT.
83.4
SKEW
2.62
SUM
33,450
305
V251
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
15
(<1%)
ZEROES:
9,709
(5%)
MAX
17.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
0.495
VAR
0.245
KURT.
77.4
SKEW
2.75
SUM
33,695
306
V252
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
17.0
95%
1.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
16.0
IQR
0.00
STD
0.359
VAR
0.129
KURT.
816
SKEW
24.6
SUM
40,394
307
V253
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
40
(<1%)
ZEROES:
---
MAX
163
95%
1
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
162
IQR
0.00
STD
3.40
VAR
11.6
KURT.
1,770
SKEW
41.4
SUM
45,130
308
V254
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
28
(<1%)
ZEROES:
---
MAX
60.0
95%
1.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
59.0
IQR
0.00
STD
1.27
VAR
1.61
KURT.
1,615
SKEW
38.6
SUM
41,969
309
V255
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
30
(<1%)
ZEROES:
9,732
(5%)
MAX
87.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
87.0
IQR
0.00
STD
1.04
VAR
1.08
KURT.
3,163
SKEW
46.2
SUM
34,373
310
V256
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
32
(<1%)
ZEROES:
9,709
(5%)
MAX
87.0
95%
1.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
1.0
5%
0.0
MIN
0.0
RANGE
87.0
IQR
0.00
STD
1.06
VAR
1.13
KURT.
2,879
SKEW
43.4
SUM
34,771
311
V257
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
41
(<1%)
ZEROES:
---
MAX
47.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
46.0
IQR
0.00
STD
1.37
VAR
1.88
KURT.
272
SKEW
13.7
SUM
49,273
312
V258
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
55
(<1%)
ZEROES:
---
MAX
65.0
95%
2.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
64.0
IQR
0.00
STD
1.99
VAR
3.95
KURT.
396
SKEW
16.9
SUM
52,702
313
V259
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
52
(<1%)
ZEROES:
9,732
(5%)
MAX
285
95%
2
Q3
1
MEDIAN
1
AVG
1
Q1
1
5%
0
MIN
0
RANGE
285
IQR
0.00
STD
2.48
VAR
6.16
KURT.
6,209
SKEW
65.5
SUM
41,588
314
V260
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
8
(<1%)
315
V261
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
33
(<1%)
ZEROES:
2,810
(2%)
MAX
49.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
0.00
STD
1.30
VAR
1.70
KURT.
564
SKEW
19.7
SUM
43,498
316
V262
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
20
(<1%)
ZEROES:
2,917
(2%)
MAX
19.0
95%
2.0
Q3
1.0
AVG
1.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
19.0
IQR
0.00
STD
0.613
VAR
0.376
KURT.
205
SKEW
10.1
SUM
39,723
317
V263
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
4,211
(2%)
ZEROES:
29,492
(17%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,406
VAR
2.0M
KURT.
1,737
SKEW
32.9
SUM
5.0M
318
V264
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
5,289
(3%)
ZEROES:
27,090
(15%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
35.0
STD
2,271
VAR
5.2M
KURT.
674
SKEW
23.4
SUM
8.1M
319
V265
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
4,693
(3%)
ZEROES:
28,316
(16%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
21.2
STD
1,664
VAR
2.8M
KURT.
1,012
SKEW
25.7
SUM
6.3M
320
V266
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,231
(<1%)
ZEROES:
36,217
(20%)
MAX
12,500
95%
29
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
141
VAR
19,765
KURT.
4,701
SKEW
60.5
SUM
360k
321
V267
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,919
(1%)
ZEROES:
33,711
(19%)
MAX
26,925
95%
78
Q3
0
AVG
34
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
26,925
IQR
0.00
STD
594
VAR
352k
KURT.
1,522
SKEW
37.9
SUM
1.3M
322
V268
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,543
(<1%)
ZEROES:
34,961
(20%)
MAX
12,500
95%
50
Q3
0
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
254
VAR
64,703
KURT.
1,411
SKEW
35.3
SUM
706k
323
V269
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
94
(<1%)
ZEROES:
38,523
(22%)
MAX
12,500
95%
0
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
140
VAR
19,499
KURT.
4,836
SKEW
61.8
SUM
238k
324
V270
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
1,341
(<1%)
ZEROES:
38,640
(22%)
MAX
4,000
95%
37
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
71.8
VAR
5,151
KURT.
1,482
SKEW
32.9
SUM
344k
325
V271
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
1,515
(<1%)
ZEROES:
38,478
(22%)
MAX
4,000
95%
45
Q3
0
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
78.5
VAR
6,163
KURT.
1,058
SKEW
27.0
SUM
417k
326
V272
VALUES:
42,480
(24%)
MISSING:
134,682
(76%)
DISTINCT:
1,400
(<1%)
ZEROES:
38,583
(22%)
MAX
4,000
95%
41
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,000
IQR
0.00
STD
74.5
VAR
5,551
KURT.
1,285
SKEW
30.2
SUM
374k
327
V273
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
2,859
(2%)
ZEROES:
33,822
(19%)
MAX
29,785
95%
160
Q3
0
AVG
80
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
29,785
IQR
0.00
STD
979
VAR
959k
KURT.
510
SKEW
21.4
SUM
3.1M
328
V274
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
3,280
(2%)
ZEROES:
33,122
(19%)
MAX
32,864
95%
201
Q3
0
AVG
111
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
32,864
IQR
0.00
STD
1,255
VAR
1.6M
KURT.
378
SKEW
18.7
SUM
4.4M
329
V275
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
3,059
(2%)
ZEROES:
33,483
(19%)
MAX
32,439
95%
200
Q3
0
AVG
94
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
32,439
IQR
0.00
STD
1,096
VAR
1.2M
KURT.
460
SKEW
20.3
SUM
3.7M
330
V276
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,056
(<1%)
ZEROES:
35,389
(20%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
883
VAR
779k
KURT.
10,149
SKEW
94.6
SUM
1.4M
331
V277
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,248
(<1%)
ZEROES:
34,725
(20%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
959
VAR
920k
KURT.
7,293
SKEW
75.3
SUM
2.2M
332
V278
VALUES:
39,184
(22%)
MISSING:
137,978
(78%)
DISTINCT:
1,152
(<1%)
ZEROES:
35,075
(20%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
907
VAR
822k
KURT.
9,113
SKEW
87.5
SUM
1.8M
333
V279
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
380
(<1%)
ZEROES:
147,375
(83%)
MAX
874
95%
2
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
874
IQR
0.00
STD
21.6
VAR
466
KURT.
972
SKEW
29.9
SUM
205k
334
V280
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
450
(<1%)
ZEROES:
126,341
(71%)
MAX
973
95%
3
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
973
IQR
1.00
STD
28.5
VAR
812
KURT.
662
SKEW
24.7
SUM
357k
335
V281
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
17
(<1%)
ZEROES:
168,355
(95%)
MAX
21.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.518
VAR
0.268
KURT.
147
SKEW
9.94
SUM
15,642
336
V282
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
24
(<1%)
ZEROES:
63,989
(36%)
MAX
28.0
95%
2.0
Q3
1.0
MEDIAN
1.0
AVG
0.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.0
IQR
1.00
STD
0.929
VAR
0.863
KURT.
41.4
SKEW
3.92
SUM
145k
337
V283
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
48
(<1%)
ZEROES:
63,590
(36%)
MAX
68.0
95%
3.0
Q3
1.0
MEDIAN
1.0
AVG
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
68.0
IQR
1.00
STD
1.58
VAR
2.50
KURT.
367
SKEW
12.2
SUM
176k
338
V284
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
163,458
(92%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.341
VAR
0.116
KURT.
45.6
SKEW
5.20
SUM
15,953
339
V285
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
92
(<1%)
ZEROES:
106,063
(60%)
MAX
94.0
95%
5.0
Q3
1.0
AVG
1.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
94.0
IQR
1.00
STD
3.29
VAR
10.8
KURT.
250
SKEW
12.3
SUM
208k
340
V286
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
8
(<1%)
341
V287
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
32
(<1%)
ZEROES:
139,724
(79%)
MAX
31.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
1.09
VAR
1.18
KURT.
141
SKEW
8.87
SUM
64,309
342
V288
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
9
(<1%)
343
V289
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
10
(<1%)
344
V290
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
47
(<1%)
ZEROES:
---
MAX
66.0
95%
2.0
Q3
1.0
AVG
1.1
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
65.0
IQR
0.00
STD
0.774
VAR
0.598
KURT.
1,850
SKEW
35.1
SUM
196k
345
V291
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
104
(<1%)
ZEROES:
---
MAX
1,044
95%
3
Q3
1
AVG
2
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
1,043
IQR
0.00
STD
16.0
VAR
257
KURT.
2,692
SKEW
51.3
SUM
293k
346
V292
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
84
(<1%)
ZEROES:
---
MAX
323
95%
2
Q3
1
AVG
1
MEDIAN
1
Q1
1
5%
1
MIN
1
RANGE
322
IQR
0.00
STD
3.67
VAR
13.5
KURT.
3,018
SKEW
52.4
SUM
220k
347
V293
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
369
(<1%)
ZEROES:
163,751
(92%)
MAX
863
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
863
IQR
0.00
STD
21.2
VAR
448
KURT.
992
SKEW
30.3
SUM
173k
348
V294
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
514
(<1%)
ZEROES:
155,682
(88%)
MAX
1,286
95%
2
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,286
IQR
0.00
STD
40.2
VAR
1,613
KURT.
608
SKEW
23.8
SUM
417k
349
V295
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
426
(<1%)
ZEROES:
160,275
(90%)
MAX
926
95%
2
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
926
IQR
0.00
STD
26.6
VAR
707
KURT.
695
SKEW
25.2
SUM
261k
350
V296
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
72
(<1%)
ZEROES:
160,956
(91%)
MAX
90.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
0.00
STD
3.28
VAR
10.8
KURT.
387
SKEW
18.8
SUM
58,718
351
V297
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
168,816
(95%)
MAX
12.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.634
VAR
0.402
KURT.
210
SKEW
13.2
SUM
15,854
352
V298
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
66
(<1%)
ZEROES:
162,819
(92%)
MAX
90.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
0.00
STD
3.19
VAR
10.2
KURT.
421
SKEW
19.7
SUM
53,637
353
V299
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
44
(<1%)
ZEROES:
166,661
(94%)
MAX
49.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
0.00
STD
1.75
VAR
3.05
KURT.
363
SKEW
18.3
SUM
30,922
354
V300
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
170,825
(96%)
MAX
11.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.295
VAR
0.087
KURT.
246
SKEW
11.7
SUM
8,098
355
V301
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
12
(<1%)
ZEROES:
170,217
(96%)
MAX
13.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.324
VAR
0.105
KURT.
219
SKEW
11.2
SUM
9,225
356
V302
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
135,049
(76%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.482
VAR
0.232
KURT.
26.5
SKEW
2.72
SUM
44,636
357
V303
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
19
(<1%)
ZEROES:
134,825
(76%)
MAX
20.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
0.623
VAR
0.389
KURT.
63.1
SKEW
5.10
SUM
50,253
358
V304
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
13
(<1%)
ZEROES:
134,934
(76%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
0.527
VAR
0.278
KURT.
26.5
SKEW
3.16
SUM
46,840
359
V305
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2
(<1%)
360
V306
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
7,029
(4%)
ZEROES:
147,375
(83%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
2,421
VAR
5.9M
KURT.
913
SKEW
28.9
SUM
25.5M
361
V307
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
17,312
(10%)
ZEROES:
94,536
(53%)
MAX
146k
95%
1k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
146k
IQR
154
STD
4,469
VAR
20.0M
KURT.
618
SKEW
23.7
SUM
73.2M
362
V308
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
10,411
(6%)
ZEROES:
126,341
(71%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
39.0
STD
3,096
VAR
9.6M
KURT.
651
SKEW
24.4
SUM
41.7M
363
V309
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2,356
(1%)
ZEROES:
163,458
(92%)
MAX
12,500
95%
58
Q3
0
AVG
11
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
87.7
VAR
7,696
KURT.
6,107
SKEW
52.9
SUM
2.0M
364
V310
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
10,689
(6%)
ZEROES:
106,063
(60%)
MAX
30,250
95%
554
Q3
108
AVG
119
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
30,250
IQR
108
STD
346
VAR
120k
KURT.
721
SKEW
13.6
SUM
21.0M
365
V311
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
1,592
(<1%)
ZEROES:
171,978
(97%)
MAX
12,500
95%
0
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
63.3
VAR
4,002
KURT.
14,234
SKEW
87.9
SUM
727k
366
V312
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
4,661
(3%)
ZEROES:
139,724
(79%)
MAX
12,500
95%
219
Q3
0
AVG
39
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,500
IQR
0.00
STD
152
VAR
23,179
KURT.
722
SKEW
15.0
SUM
7.0M
367
V313
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
3,280
(2%)
ZEROES:
146,727
(83%)
MAX
4,080
95%
116
Q3
0
AVG
21
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,080
IQR
0.00
STD
94.1
VAR
8,860
KURT.
310
SKEW
13.8
SUM
3.7M
368
V314
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
6,373
(4%)
ZEROES:
141,798
(80%)
MAX
7,520
95%
234
Q3
0
AVG
43
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
7,520
IQR
0.00
STD
169
VAR
28,664
KURT.
198
SKEW
10.4
SUM
7.6M
369
V315
VALUES:
176,771
(>99%)
MISSING:
391
(<1%)
DISTINCT:
4,150
(2%)
ZEROES:
145,977
(82%)
MAX
4,080
95%
141
Q3
0
AVG
27
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,080
IQR
0.00
STD
114
VAR
12,937
KURT.
207
SKEW
11.5
SUM
4.7M
370
V316
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
4,273
(2%)
ZEROES:
163,751
(92%)
MAX
93,100
95%
87
Q3
0
AVG
113
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
93,100
IQR
0.00
STD
2,328
VAR
5.4M
KURT.
961
SKEW
29.8
SUM
20.0M
371
V317
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
7,028
(4%)
ZEROES:
155,682
(88%)
MAX
134k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
134k
IQR
0.00
STD
4,048
VAR
16.4M
KURT.
662
SKEW
24.6
SUM
44.4M
372
V318
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
5,569
(3%)
ZEROES:
160,275
(90%)
MAX
98,364
95%
150
Q3
0
AVG
166
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
98,364
IQR
0.00
STD
2,858
VAR
8.2M
KURT.
702
SKEW
25.4
SUM
29.4M
373
V319
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2,139
(1%)
ZEROES:
168,816
(95%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
449
VAR
202k
KURT.
34,515
SKEW
167
SUM
3.5M
374
V320
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
3,139
(2%)
ZEROES:
162,819
(92%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
559
VAR
312k
KURT.
14,461
SKEW
90.7
SUM
7.6M
375
V321
VALUES:
177,159
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2,576
(1%)
ZEROES:
166,661
(94%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
485
VAR
235k
KURT.
25,491
SKEW
134
SUM
5.2M
376
V322
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
374
(<1%)
ZEROES:
19,908
(11%)
MAX
874
95%
3
Q3
0
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
874
IQR
0.00
STD
57.4
VAR
3,296
KURT.
132
SKEW
11.1
SUM
159k
377
V323
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
472
(<1%)
ZEROES:
18,375
(10%)
MAX
1,409
95%
6
Q3
1
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,409
IQR
1.00
STD
109
VAR
11,809
KURT.
98.7
SKEW
9.70
SUM
332k
378
V324
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
397
(<1%)
ZEROES:
19,005
(11%)
MAX
974
95%
4
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
974
IQR
0.00
STD
75.2
VAR
5,652
KURT.
91.9
SKEW
9.33
SUM
234k
379
V325
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
11
(<1%)
ZEROES:
23,717
(13%)
MAX
11.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.309
VAR
0.096
KURT.
166
SKEW
9.36
SUM
1,427
380
V326
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
42
(<1%)
ZEROES:
21,957
(12%)
MAX
43.0
95%
3.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
43.0
IQR
0.00
STD
3.89
VAR
15.1
KURT.
34.6
SKEW
5.77
SUM
20,846
381
V327
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
16
(<1%)
ZEROES:
22,656
(13%)
MAX
18.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
0.00
STD
1.35
VAR
1.82
KURT.
36.9
SKEW
5.90
SUM
7,270
382
V328
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
16
(<1%)
ZEROES:
22,171
(13%)
MAX
15.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
0.00
STD
1.60
VAR
2.56
KURT.
46.7
SKEW
6.64
SUM
8,410
383
V329
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
62
(<1%)
ZEROES:
21,782
(12%)
MAX
96.0
95%
2.0
Q3
0.0
AVG
1.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
96.0
IQR
0.00
STD
8.80
VAR
77.5
KURT.
65.2
SKEW
8.03
SUM
32,907
384
V330
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
42
(<1%)
ZEROES:
21,971
(12%)
MAX
55.0
95%
2.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
0.00
STD
4.77
VAR
22.7
KURT.
56.3
SKEW
7.49
SUM
19,527
385
V331
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
648
(<1%)
ZEROES:
19,908
(11%)
MAX
104k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
6,356
VAR
40.4M
KURT.
127
SKEW
10.9
SUM
18.5M
386
V332
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
953
(<1%)
ZEROES:
18,375
(10%)
MAX
146k
95%
1k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
146k
IQR
25.0
STD
11,364
VAR
129.2M
KURT.
99.1
SKEW
9.72
SUM
35.0M
387
V333
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
758
(<1%)
ZEROES:
19,005
(11%)
MAX
104k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
8,112
VAR
65.8M
KURT.
91.7
SKEW
9.32
SUM
25.9M
388
V334
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
91
(<1%)
ZEROES:
23,717
(13%)
MAX
12,308
95%
0
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,308
IQR
0.00
STD
131
VAR
17,214
KURT.
5,178
SKEW
61.6
SUM
228k
389
V335
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
372
(<1%)
ZEROES:
21,957
(12%)
MAX
12,308
95%
200
Q3
0
AVG
58
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,308
IQR
0.00
STD
309
VAR
95,429
KURT.
198
SKEW
9.81
SUM
1.4M
390
V336
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
196
(<1%)
ZEROES:
22,656
(13%)
MAX
12,308
95%
95
Q3
0
AVG
28
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,308
IQR
0.00
STD
182
VAR
32,978
KURT.
1,418
SKEW
25.8
SUM
693k
391
V337
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
151
(<1%)
ZEROES:
22,171
(13%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
909
VAR
827k
KURT.
7,947
SKEW
80.4
SUM
1.5M
392
V338
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
207
(<1%)
ZEROES:
21,782
(12%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,259
VAR
1.6M
KURT.
2,168
SKEW
33.0
SUM
3.9M
393
V339
VALUES:
24,821
(14%)
MISSING:
152,341
(86%)
DISTINCT:
182
(<1%)
ZEROES:
21,971
(12%)
MAX
104k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
104k
IQR
0.00
STD
1,021
VAR
1.0M
KURT.
4,986
SKEW
57.5
SUM
2.6M
394
id_01
VALUES:
43,286
(24%)
MISSING:
133,876
(76%)
DISTINCT:
53
(<1%)
ZEROES:
5,933
(3%)
MAX
0
95%
0
Q3
-5
MEDIAN
-5
AVG
-10
Q1
-10
5%
-35
MIN
-100
RANGE
100
IQR
5.00
STD
14.5
VAR
209
KURT.
17.0
SKEW
-3.71
SUM
-440k
395
id_02
VALUES:
42,266
(24%)
MISSING:
134,896
(76%)
DISTINCT:
39,572
(22%)
ZEROES:
---
MAX
1000k
95%
513k
Q3
227k
AVG
174k
MEDIAN
125k
Q1
68k
5%
12k
MIN
0k
RANGE
1000k
IQR
159k
STD
160k
VAR
25.6B
KURT.
4.07
SKEW
1.86
SUM
7.4B
396
id_03
VALUES:
19,991
(11%)
MISSING:
157,171
(89%)
DISTINCT:
22
(<1%)
ZEROES:
19,271
(11%)
MAX
9.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
-13.0
RANGE
22.0
IQR
0.00
STD
0.579
VAR
0.335
KURT.
105
SKEW
-0.141
SUM
1,291
397
id_04
VALUES:
19,991
(11%)
MISSING:
157,171
(89%)
DISTINCT:
15
(<1%)
ZEROES:
19,822
(11%)
MAX
0.0
95%
0.0
Q3
0.0
MEDIAN
0.0
AVG
-0.1
Q1
0.0
5%
0.0
MIN
-28.0
RANGE
28.0
IQR
0.00
STD
0.724
VAR
0.524
KURT.
277
SKEW
-14.8
SUM
-1,188
398
id_05
VALUES:
41,069
(23%)
MISSING:
136,093
(77%)
DISTINCT:
85
(<1%)
ZEROES:
27,902
(16%)
MAX
52
95%
13
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
-72
RANGE
124
IQR
1.00
STD
5.27
VAR
27.8
KURT.
13.4
SKEW
2.50
SUM
66,629
399
id_06
VALUES:
41,069
(23%)
MISSING:
136,093
(77%)
DISTINCT:
97
(<1%)
ZEROES:
27,472
(16%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-7
Q1
-6
5%
-33
MIN
-100
RANGE
100
IQR
6.00
STD
16.4
VAR
268
KURT.
17.6
SKEW
-3.92
SUM
-273k
400
id_07
VALUES:
1,512
(<1%)
MISSING:
175,650
(>99%)
DISTINCT:
72
(<1%)
ZEROES:
123
(<1%)
MAX
61.0
95%
30.0
Q3
22.0
MEDIAN
13.5
AVG
13.1
Q1
4.0
5%
-3.0
MIN
-37.0
RANGE
98.0
IQR
18.0
STD
11.4
VAR
131
KURT.
0.623
SKEW
-0.175
SUM
19,803
401
id_08
VALUES:
1,512
(<1%)
MISSING:
175,650
(>99%)
DISTINCT:
84
(<1%)
ZEROES:
91
(<1%)
MAX
0
95%
0
Q3
-23
MEDIAN
-34
AVG
-38
Q1
-48
5%
-100
MIN
-100
RANGE
100
IQR
25.0
STD
25.8
VAR
665
KURT.
0.775
SKEW
-1.01
SUM
-57,374
402
id_09
VALUES:
22,578
(13%)
MISSING:
154,584
(87%)
DISTINCT:
35
(<1%)
ZEROES:
21,220
(12%)
MAX
16.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
-31.0
RANGE
47.0
IQR
0.00
STD
0.936
VAR
0.876
KURT.
181
SKEW
-4.19
SUM
2,251
403
id_10
VALUES:
22,578
(13%)
MISSING:
154,584
(87%)
DISTINCT:
47
(<1%)
ZEROES:
21,995
(12%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-0
Q1
0
5%
0
MIN
-100
RANGE
100
IQR
0.00
STD
2.52
VAR
6.35
KURT.
570
SKEW
-19.6
SUM
-6,056
404
id_11
VALUES:
42,296
(24%)
MISSING:
134,866
(76%)
DISTINCT:
251
(<1%)
ZEROES:
---
MAX
100.0
95%
100.0
Q3
100.0
MEDIAN
100.0
AVG
99.7
Q1
100.0
5%
97.2
MIN
90.0
RANGE
10.0
IQR
0.00
STD
1.13
VAR
1.28
KURT.
24.4
SKEW
-4.81
SUM
4.2M
405
id_12
VALUES:
43,286
(24%)
MISSING:
133,876
(76%)
DISTINCT:
2
(<1%)
406
id_13
VALUES:
38,184
(22%)
MISSING:
138,978
(78%)
DISTINCT:
43
(<1%)
ZEROES:
---
MAX
64.0
95%
64.0
Q3
52.0
MEDIAN
52.0
AVG
48.0
Q1
49.0
5%
20.0
MIN
11.0
RANGE
53.0
IQR
3.00
STD
11.8
VAR
140
KURT.
1.25
SKEW
-1.26
SUM
1.8M
407
id_14
VALUES:
24,115
(14%)
MISSING:
153,047
(86%)
DISTINCT:
23
(<1%)
ZEROES:
58
(<1%)
MAX
720
95%
-300
Q3
-300
MEDIAN
-300
AVG
-343
Q1
-360
5%
-480
MIN
-660
RANGE
1,380
IQR
60.0
STD
96.2
VAR
9,262
KURT.
28.6
SKEW
3.12
SUM
-8.3M
408
id_15
VALUES:
42,300
(24%)
MISSING:
134,862
(76%)
DISTINCT:
3
(<1%)
409
id_16
VALUES:
38,842
(22%)
MISSING:
138,320
(78%)
DISTINCT:
2
(<1%)
410
id_17
VALUES:
41,829
(24%)
MISSING:
135,333
(76%)
DISTINCT:
87
(<1%)
ZEROES:
---
MAX
228
95%
225
Q3
225
AVG
189
MEDIAN
166
Q1
166
5%
166
MIN
100
RANGE
128
IQR
59.0
STD
30.3
VAR
920
KURT.
-1.35
SKEW
0.147
SUM
7.9M
411
id_18
VALUES:
13,579
(8%)
MISSING:
163,583
(92%)
DISTINCT:
14
(<1%)
ZEROES:
---
MAX
29.0
95%
15.0
Q3
15.0
MEDIAN
15.0
AVG
14.2
Q1
13.0
5%
12.0
MIN
11.0
RANGE
18.0
IQR
2.00
STD
1.56
VAR
2.43
KURT.
12.8
SKEW
2.02
SUM
193k
412
id_19
VALUES:
41,816
(24%)
MISSING:
135,346
(76%)
DISTINCT:
465
(<1%)
ZEROES:
---
MAX
671
95%
613
Q3
427
AVG
353
MEDIAN
341
Q1
266
5%
122
MIN
100
RANGE
571
IQR
161
STD
142
VAR
20,068
KURT.
-0.805
SKEW
0.200
SUM
14.8M
413
id_20
VALUES:
41,790
(24%)
MISSING:
135,372
(76%)
DISTINCT:
287
(<1%)
ZEROES:
---
MAX
660
95%
600
Q3
533
MEDIAN
472
AVG
404
Q1
266
5%
153
MIN
100
RANGE
560
IQR
267
STD
152
VAR
23,168
KURT.
-1.32
SKEW
-0.324
SUM
16.9M
414
id_21
VALUES:
1,511
(<1%)
MISSING:
175,651
(>99%)
DISTINCT:
245
(<1%)
ZEROES:
---
MAX
854
95%
802
Q3
472
AVG
368
MEDIAN
252
Q1
252
5%
228
MIN
101
RANGE
753
IQR
220
STD
195
VAR
38,131
KURT.
0.086
SKEW
1.23
SUM
557k
415
id_22
VALUES:
1,517
(<1%)
MISSING:
175,645
(>99%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
42.0
95%
41.0
Q3
14.0
AVG
16.1
MEDIAN
14.0
Q1
14.0
5%
14.0
MIN
12.0
RANGE
30.0
IQR
0.00
STD
7.06
VAR
49.9
KURT.
7.97
SKEW
3.13
SUM
24,426
416
id_23
VALUES:
1,517
(<1%)
MISSING:
175,645
(>99%)
DISTINCT:
3
(<1%)
417
id_24
VALUES:
1,385
(<1%)
MISSING:
175,777
(>99%)
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
26.0
95%
16.0
Q3
15.0
AVG
12.8
MEDIAN
11.0
Q1
11.0
5%
11.0
MIN
11.0
RANGE
15.0
IQR
4.00
STD
2.31
VAR
5.35
KURT.
2.07
SKEW
1.13
SUM
17,734
418
id_25
VALUES:
1,509
(<1%)
MISSING:
175,653
(>99%)
DISTINCT:
204
(<1%)
ZEROES:
---
MAX
548
95%
509
Q3
374
AVG
332
MEDIAN
321
Q1
321
5%
143
MIN
100
RANGE
448
IQR
53.0
STD
99.8
VAR
9,968
KURT.
-0.091
SKEW
0.022
SUM
500k
419
id_26
VALUES:
1,516
(<1%)
MISSING:
175,646
(>99%)
DISTINCT:
67
(<1%)
ZEROES:
---
MAX
216
95%
195
Q3
169
MEDIAN
150
AVG
150
Q1
119
5%
100
MIN
100
RANGE
116
IQR
50.0
STD
31.7
VAR
1,005
KURT.
-0.846
SKEW
-0.047
SUM
227k
420
id_27
VALUES:
1,517
(<1%)
MISSING:
175,645
(>99%)
DISTINCT:
2
(<1%)
421
id_28
VALUES:
42,296
(24%)
MISSING:
134,866
(76%)
DISTINCT:
2
(<1%)
422
id_29
VALUES:
42,296
(24%)
MISSING:
134,866
(76%)
DISTINCT:
2
(<1%)
423
id_30
VALUES:
23,377
(13%)
MISSING:
153,785
(87%)
DISTINCT:
72
(<1%)
424
id_31
VALUES:
42,092
(24%)
MISSING:
135,070
(76%)
DISTINCT:
116
(<1%)
6,540
16%
-
-
chrome 63.0
4,012
10%
-
-
mobile safari 11.0
3,434
8%
-
-
mobile safari generic
2,711
6%
-
-
ie 11.0 for desktop
2,441
6%
-
-
safari generic
2,161
5%
-
-
chrome 62.0
2,068
5%
-
-
chrome 65.0
18,725
44%
-
-
(Other)
425
id_32
VALUES:
23,383
(13%)
MISSING:
153,779
(87%)
DISTINCT:
4
(<1%)
426
id_33
VALUES:
22,071
(12%)
MISSING:
155,091
(88%)
DISTINCT:
164
(<1%)
5,074
23%
-
-
1920x1080
2,543
12%
-
-
1366x768
1,980
9%
-
-
1334x750
1,429
6%
-
-
2208x1242
1,276
6%
-
-
1440x900
1,102
5%
-
-
1600x900
1,056
5%
-
-
2048x1536
7,611
34%
-
-
(Other)
427
id_34
VALUES:
23,427
(13%)
MISSING:
153,735
(87%)
DISTINCT:
4
(<1%)
428
id_35
VALUES:
42,300
(24%)
MISSING:
134,862
(76%)
DISTINCT:
2
(<1%)
429
id_36
VALUES:
42,300
(24%)
MISSING:
134,862
(76%)
DISTINCT:
2
(<1%)
430
id_37
VALUES:
42,300
(24%)
MISSING:
134,862
(76%)
DISTINCT:
2
(<1%)
431
id_38
VALUES:
42,300
(24%)
MISSING:
134,862
(76%)
DISTINCT:
2
(<1%)
432
DeviceType
VALUES:
42,249
(24%)
MISSING:
134,913
(76%)
DISTINCT:
2
(<1%)
433
DeviceInfo
VALUES:
35,622
(20%)
MISSING:
141,540
(80%)
DISTINCT:
1,259
(<1%)
14,335
40%
-
-
Windows
6,010
17%
-
-
iOS Device
3,736
10%
-
-
MacOS
2,240
6%
-
-
Trident/7.0
582
2%
-
-
rv:11.0
272
<1%
-
-
rv:57.0
161
<1%
-
-
SM-J700M Build/MMB29K
8,286
23%
-
-
(Other)
isFraud
MISSING:
---
TOP CATEGORIES
isFraud
0
170,821
96%
1
6,341
4%
ALL
177,162
100%
isFraud
MISSING:
---
TOP CATEGORIES
isFraud
0
170,821
96%
1
6,341
4%
ALL
177,162
100%
TransactionID
MISSING:
---
MOST FREQUENT VALUES
3457624
1
<0.1%
3005516
1
<0.1%
3360780
1
<0.1%
3232203
1
<0.1%
3437760
1
<0.1%
3516422
1
<0.1%
3515385
1
<0.1%
2992307
1
<0.1%
3178582
1
<0.1%
3247168
1
<0.1%
3034538
1
<0.1%
3555277
1
<0.1%
3049390
1
<0.1%
3275883
1
<0.1%
3384255
1
<0.1%
SMALLEST VALUES
2987000
1
<0.1%
2987002
1
<0.1%
2987006
1
<0.1%
2987007
1
<0.1%
2987012
1
<0.1%
2987024
1
<0.1%
2987026
1
<0.1%
2987030
1
<0.1%
2987031
1
<0.1%
2987034
1
<0.1%
2987036
1
<0.1%
2987039
1
<0.1%
2987040
1
<0.1%
2987043
1
<0.1%
2987044
1
<0.1%
LARGEST VALUES
3577539
1
<0.1%
3577531
1
<0.1%
3577529
1
<0.1%
3577519
1
<0.1%
3577518
1
<0.1%
3577516
1
<0.1%
3577514
1
<0.1%
3577513
1
<0.1%
3577512
1
<0.1%
3577510
1
<0.1%
3577506
1
<0.1%
3577497
1
<0.1%
3577494
1
<0.1%
3577493
1
<0.1%
3577490
1
<0.1%
TransactionDT
MISSING:
---
MOST FREQUENT VALUES
2124917
3
<0.1%
11634551
3
<0.1%
8008795
3
<0.1%
13971336
3
<0.1%
2576378
3
<0.1%
7327198
3
<0.1%
12173601
3
<0.1%
8900627
3
<0.1%
8707529
3
<0.1%
4397066
3
<0.1%
943716
3
<0.1%
1892469
3
<0.1%
2579791
3
<0.1%
9474817
3
<0.1%
8884899
3
<0.1%
SMALLEST VALUES
86400
1
<0.1%
86469
1
<0.1%
86522
1
<0.1%
86529
1
<0.1%
86564
1
<0.1%
86821
1
<0.1%
86945
1
<0.1%
86994
1
<0.1%
86998
1
<0.1%
87135
1
<0.1%
87149
1
<0.1%
87202
1
<0.1%
87209
1
<0.1%
87248
1
<0.1%
87266
1
<0.1%
LARGEST VALUES
15811131
1
<0.1%
15810935
1
<0.1%
15810912
1
<0.1%
15810774
1
<0.1%
15810760
1
<0.1%
15810592
1
<0.1%
15810578
1
<0.1%
15810575
1
<0.1%
15810563
1
<0.1%
15810518
1
<0.1%
15810402
1
<0.1%
15810235
1
<0.1%
15810212
1
<0.1%
15810202
1
<0.1%
15810157
1
<0.1%
TransactionAmt
MISSING:
---
MOST FREQUENT VALUES
59.0
9,218
5.2%
117.0
8,755
4.9%
107.95
7,349
4.1%
57.95
7,110
4.0%
100.0
6,179
3.5%
50.0
5,097
2.9%
49.0
4,836
2.7%
226.0
3,525
2.0%
39.0
3,368
1.9%
29.0
3,185
1.8%
47.95
2,946
1.7%
35.95
2,671
1.5%
150.0
2,506
1.4%
30.95
2,308
1.3%
34.0
2,296
1.3%
SMALLEST VALUES
0.251
1
<0.1%
0.292
1
<0.1%
0.35
1
<0.1%
0.424
1
<0.1%
0.467
1
<0.1%
0.498
1
<0.1%
0.583
1
<0.1%
0.588
1
<0.1%
0.755
1
<0.1%
0.758
1
<0.1%
0.861
1
<0.1%
0.878
29
<0.1%
0.929
2
<0.1%
0.94
1
<0.1%
0.957
1
<0.1%
LARGEST VALUES
31937.391
1
<0.1%
6085.23
1
<0.1%
5278.95
1
<0.1%
5277.95
1
<0.1%
5191.0
2
<0.1%
5047.47
1
<0.1%
5001.82
1
<0.1%
4989.97
1
<0.1%
4976.31
1
<0.1%
4879.95
1
<0.1%
4829.95
1
<0.1%
4817.47
1
<0.1%
4652.92
1
<0.1%
4606.58
1
<0.1%
4547.47
1
<0.1%
ProductCD
MISSING:
---
TOP CATEGORIES
isFraud
W
131,874
74%
2,688
2%
C
20,467
12%
2,495
12%
R
11,363
6%
448
4%
H
9,915
6%
483
5%
S
3,543
2%
227
6%
ALL
177,162
100%
6,341
4%
card1
MISSING:
---
MOST FREQUENT VALUES
7919
4,448
2.5%
9500
4,246
2.4%
15885
3,123
1.8%
17188
3,080
1.7%
15066
2,355
1.3%
12695
2,137
1.2%
6019
2,034
1.1%
12544
2,027
1.1%
2803
1,782
1.0%
7585
1,591
0.9%
12839
1,479
0.8%
10616
1,459
0.8%
3154
1,361
0.8%
2616
1,322
0.7%
18132
1,258
0.7%
SMALLEST VALUES
1006
1
<0.1%
1007
2
<0.1%
1008
1
<0.1%
1011
1
<0.1%
1012
3
<0.1%
1013
3
<0.1%
1014
1
<0.1%
1016
6
<0.1%
1021
4
<0.1%
1022
1
<0.1%
1023
1
<0.1%
1027
3
<0.1%
1028
10
<0.1%
1029
1
<0.1%
1030
30
<0.1%
LARGEST VALUES
18396
1
<0.1%
18395
4
<0.1%
18393
1
<0.1%
18390
23
<0.1%
18388
1
<0.1%
18387
1
<0.1%
18385
15
<0.1%
18384
4
<0.1%
18383
1
<0.1%
18378
2
<0.1%
18377
7
<0.1%
18376
11
<0.1%
18375
82
<0.1%
18374
2
<0.1%
18373
1
<0.1%
card2
MISSING:
2,622
(1%)
MOST FREQUENT VALUES
321.0
14,657
8.4%
111.0
13,624
7.8%
555.0
12,616
7.2%
490.0
11,297
6.5%
583.0
6,473
3.7%
170.0
5,468
3.1%
194.0
5,022
2.9%
545.0
4,943
2.8%
360.0
4,636
2.7%
514.0
4,404
2.5%
174.0
3,402
1.9%
512.0
3,058
1.8%
361.0
2,372
1.4%
408.0
2,357
1.4%
225.0
2,236
1.3%
SMALLEST VALUES
100.0
2,216
1.3%
101.0
46
<0.1%
102.0
102
<0.1%
103.0
1,062
0.6%
104.0
218
0.1%
105.0
90
<0.1%
106.0
84
<0.1%
108.0
23
<0.1%
109.0
31
<0.1%
110.0
98
<0.1%
111.0
13,624
7.8%
112.0
77
<0.1%
113.0
124
<0.1%
114.0
34
<0.1%
115.0
52
<0.1%
LARGEST VALUES
600.0
52
<0.1%
599.0
128
<0.1%
598.0
24
<0.1%
597.0
20
<0.1%
596.0
52
<0.1%
595.0
214
0.1%
594.0
62
<0.1%
593.0
107
<0.1%
592.0
27
<0.1%
591.0
28
<0.1%
590.0
30
<0.1%
589.0
65
<0.1%
588.0
43
<0.1%
587.0
30
<0.1%
586.0
89
<0.1%
card3
MISSING:
460
(<1%)
MOST FREQUENT VALUES
150.0
156,485
88.6%
185.0
16,835
9.5%
106.0
451
0.3%
144.0
371
0.2%
146.0
353
0.2%
117.0
303
0.2%
143.0
255
0.1%
119.0
232
0.1%
102.0
142
<0.1%
147.0
110
<0.1%
162.0
96
<0.1%
203.0
79
<0.1%
213.0
76
<0.1%
200.0
65
<0.1%
188.0
54
<0.1%
SMALLEST VALUES
100.0
47
<0.1%
102.0
142
<0.1%
105.0
1
<0.1%
106.0
451
0.3%
107.0
1
<0.1%
108.0
2
<0.1%
109.0
4
<0.1%
111.0
13
<0.1%
114.0
1
<0.1%
116.0
1
<0.1%
117.0
303
0.2%
118.0
7
<0.1%
119.0
232
0.1%
120.0
2
<0.1%
121.0
25
<0.1%
LARGEST VALUES
231.0
3
<0.1%
229.0
32
<0.1%
228.0
1
<0.1%
227.0
7
<0.1%
226.0
1
<0.1%
225.0
1
<0.1%
223.0
16
<0.1%
222.0
3
<0.1%
219.0
1
<0.1%
217.0
5
<0.1%
215.0
14
<0.1%
214.0
18
<0.1%
213.0
76
<0.1%
212.0
14
<0.1%
211.0
2
<0.1%
card4
MISSING:
463
(<1%)
TOP CATEGORIES
isFraud
visa
115,320
65%
4,107
4%
mastercard
56,882
32%
2,000
4%
american express
2,518
1%
78
3%
discover
1,979
1%
148
7%
ALL
176,699
100%
6,341
4%
card5
MISSING:
1,245
(<1%)
MOST FREQUENT VALUES
226.0
88,791
50.5%
224.0
24,434
13.9%
166.0
17,128
9.7%
102.0
8,806
5.0%
117.0
7,834
4.5%
138.0
5,981
3.4%
195.0
5,090
2.9%
137.0
3,533
2.0%
126.0
3,123
1.8%
219.0
3,022
1.7%
202.0
2,088
1.2%
162.0
1,338
0.8%
229.0
612
0.3%
197.0
483
0.3%
150.0
389
0.2%
SMALLEST VALUES
100.0
283
0.2%
101.0
3
<0.1%
102.0
8,806
5.0%
104.0
4
<0.1%
105.0
2
<0.1%
106.0
3
<0.1%
107.0
5
<0.1%
109.0
1
<0.1%
111.0
5
<0.1%
112.0
1
<0.1%
117.0
7,834
4.5%
118.0
243
0.1%
119.0
65
<0.1%
121.0
2
<0.1%
122.0
1
<0.1%
LARGEST VALUES
237.0
14
<0.1%
236.0
204
0.1%
233.0
5
<0.1%
232.0
21
<0.1%
231.0
1
<0.1%
230.0
1
<0.1%
229.0
612
0.3%
228.0
76
<0.1%
226.0
88,791
50.5%
225.0
9
<0.1%
224.0
24,434
13.9%
223.0
286
0.2%
222.0
19
<0.1%
221.0
1
<0.1%
219.0
3,022
1.7%
card6
MISSING:
461
(<1%)
TOP CATEGORIES
isFraud
debit
132,022
75%
3,323
3%
credit
44,666
25%
3,010
7%
debit or credit
8
<1%
0
0%
charge card
5
<1%
0
0%
ALL
176,701
100%
6,341
4%
addr1
MISSING:
19,587
(11%)
MOST FREQUENT VALUES
299.0
13,961
8.9%
325.0
12,941
8.2%
204.0
12,795
8.1%
264.0
11,835
7.5%
330.0
7,920
5.0%
315.0
6,946
4.4%
441.0
6,261
4.0%
272.0
6,045
3.8%
123.0
4,832
3.1%
337.0
4,601
2.9%
126.0
4,568
2.9%
191.0
4,568
2.9%
184.0
4,562
2.9%
181.0
4,085
2.6%
143.0
3,009
1.9%
SMALLEST VALUES
100.0
5
<0.1%
102.0
3
<0.1%
104.0
4
<0.1%
105.0
1
<0.1%
106.0
5
<0.1%
110.0
1,006
0.6%
111.0
1
<0.1%
112.0
1
<0.1%
113.0
1
<0.1%
119.0
1
<0.1%
122.0
476
0.3%
123.0
4,832
3.1%
124.0
1
<0.1%
126.0
4,568
2.9%
130.0
109
<0.1%
LARGEST VALUES
536.0
90
<0.1%
535.0
1
<0.1%
531.0
1
<0.1%
523.0
1
<0.1%
522.0
1
<0.1%
521.0
2
<0.1%
520.0
7
<0.1%
518.0
2
<0.1%
517.0
1
<0.1%
514.0
1
<0.1%
512.0
2,451
1.6%
511.0
51
<0.1%
509.0
1
<0.1%
508.0
16
<0.1%
507.0
3
<0.1%
addr2
MISSING:
19,587
(11%)
MOST FREQUENT VALUES
87.0
156,265
99.2%
60.0
944
0.6%
96.0
189
0.1%
32.0
27
<0.1%
65.0
25
<0.1%
31.0
10
<0.1%
19.0
9
<0.1%
16.0
8
<0.1%
59.0
7
<0.1%
34.0
6
<0.1%
102.0
5
<0.1%
72.0
4
<0.1%
68.0
4
<0.1%
10.0
4
<0.1%
69.0
4
<0.1%
SMALLEST VALUES
10.0
4
<0.1%
13.0
3
<0.1%
16.0
8
<0.1%
17.0
1
<0.1%
18.0
1
<0.1%
19.0
9
<0.1%
21.0
2
<0.1%
22.0
1
<0.1%
24.0
2
<0.1%
26.0
3
<0.1%
27.0
4
<0.1%
28.0
2
<0.1%
29.0
3
<0.1%
30.0
1
<0.1%
31.0
10
<0.1%
LARGEST VALUES
102.0
5
<0.1%
101.0
1
<0.1%
100.0
1
<0.1%
98.0
3
<0.1%
97.0
1
<0.1%
96.0
189
0.1%
93.0
1
<0.1%
89.0
1
<0.1%
88.0
3
<0.1%
87.0
156,265
99.2%
86.0
1
<0.1%
78.0
2
<0.1%
77.0
1
<0.1%
76.0
1
<0.1%
75.0
1
<0.1%
dist1
MISSING:
105,618
(60%)
MOST FREQUENT VALUES
0.0
5,949
8.3%
1.0
5,479
7.7%
2.0
5,033
7.0%
3.0
3,940
5.5%
4.0
3,937
5.5%
5.0
3,658
5.1%
6.0
2,981
4.2%
7.0
2,794
3.9%
8.0
2,421
3.4%
9.0
2,322
3.2%
10.0
1,896
2.7%
11.0
1,860
2.6%
12.0
1,628
2.3%
13.0
1,375
1.9%
14.0
1,340
1.9%
SMALLEST VALUES
0.0
5,949
8.3%
1.0
5,479
7.7%
2.0
5,033
7.0%
3.0
3,940
5.5%
4.0
3,937
5.5%
5.0
3,658
5.1%
6.0
2,981
4.2%
7.0
2,794
3.9%
8.0
2,421
3.4%
9.0
2,322
3.2%
10.0
1,896
2.7%
11.0
1,860
2.6%
12.0
1,628
2.3%
13.0
1,375
1.9%
14.0
1,340
1.9%
LARGEST VALUES
8081.0
1
<0.1%
7068.0
1
<0.1%
6689.0
1
<0.1%
6466.0
2
<0.1%
5431.0
1
<0.1%
4993.0
1
<0.1%
4966.0
1
<0.1%
4942.0
2
<0.1%
4894.0
1
<0.1%
4836.0
1
<0.1%
4806.0
2
<0.1%
4796.0
1
<0.1%
4760.0
1
<0.1%
4746.0
1
<0.1%
4738.0
1
<0.1%
dist2
MISSING:
165,973
(94%)
MOST FREQUENT VALUES
7.0
1,685
15.1%
0.0
1,037
9.3%
1.0
419
3.7%
9.0
225
2.0%
4.0
179
1.6%
2.0
171
1.5%
3.0
157
1.4%
68.0
139
1.2%
6.0
125
1.1%
13.0
117
1.0%
199.0
116
1.0%
10.0
114
1.0%
14.0
86
0.8%
149.0
84
0.8%
30.0
82
0.7%
SMALLEST VALUES
0.0
1,037
9.3%
1.0
419
3.7%
2.0
171
1.5%
3.0
157
1.4%
4.0
179
1.6%
5.0
79
0.7%
6.0
125
1.1%
7.0
1,685
15.1%
8.0
75
0.7%
9.0
225
2.0%
10.0
114
1.0%
11.0
65
0.6%
12.0
60
0.5%
13.0
117
1.0%
14.0
86
0.8%
LARGEST VALUES
11623.0
1
<0.1%
7380.0
1
<0.1%
7179.0
1
<0.1%
7104.0
1
<0.1%
6983.0
2
<0.1%
6956.0
1
<0.1%
6915.0
1
<0.1%
6699.0
1
<0.1%
6641.0
1
<0.1%
6180.0
1
<0.1%
5929.0
1
<0.1%
5920.0
1
<0.1%
5902.0
1
<0.1%
5751.0
1
<0.1%
5719.0
1
<0.1%
P_emaildomain
MISSING:
28,616
(16%)
TOP CATEGORIES
isFraud
gmail.com
68,328
46%
3,062
4%
yahoo.com
30,095
20%
685
2%
hotmail.com
13,520
9%
753
6%
anonymous.com
11,185
8%
250
2%
aol.com
8,547
6%
198
2%
comcast.net
2,368
2%
65
3%
icloud.com
1,904
1%
62
3%
outlook.com
1,545
1%
138
9%
msn.com
1,241
<1%
29
2%
att.net
1,204
<1%
12
<1%
live.com
926
<1%
24
3%
sbcglobal.net
863
<1%
4
<1%
verizon.net
802
<1%
6
<1%
ymail.com
737
<1%
9
1%
bellsouth.net
575
<1%
14
2%
yahoo.com.mx
461
<1%
6
1%
me.com
436
<1%
9
2%
(Other)
3,809
3%
1,015
3%
ALL
148,546
100%
6,341
4%
R_emaildomain
MISSING:
135,987
(77%)
TOP CATEGORIES
isFraud
gmail.com
17,231
42%
2,120
12%
hotmail.com
8,243
20%
681
8%
anonymous.com
6,195
15%
168
3%
yahoo.com
3,489
8%
200
6%
aol.com
1,103
3%
47
4%
outlook.com
745
2%
117
16%
comcast.net
536
1%
7
1%
yahoo.com.mx
447
1%
6
1%
icloud.com
439
1%
57
13%
msn.com
257
<1%
0
0%
live.com.mx
230
<1%
17
7%
live.com
218
<1%
14
6%
verizon.net
175
<1%
0
0%
sbcglobal.net
161
<1%
0
0%
me.com
158
<1%
4
3%
cox.net
137
<1%
4
3%
bellsouth.net
136
<1%
0
0%
(Other)
1,275
3%
2,899
2%
ALL
41,175
100%
6,341
4%
C1
MISSING:
---
MOST FREQUENT VALUES
1.0
94,984
53.6%
2.0
31,472
17.8%
3.0
15,340
8.7%
4.0
8,568
4.8%
5.0
5,391
3.0%
6.0
3,105
1.8%
7.0
2,201
1.2%
8.0
1,569
0.9%
9.0
1,114
0.6%
10.0
891
0.5%
11.0
641
0.4%
12.0
621
0.4%
13.0
437
0.2%
14.0
328
0.2%
15.0
255
0.1%
SMALLEST VALUES
0.0
156
<0.1%
1.0
94,984
53.6%
2.0
31,472
17.8%
3.0
15,340
8.7%
4.0
8,568
4.8%
5.0
5,391
3.0%
6.0
3,105
1.8%
7.0
2,201
1.2%
8.0
1,569
0.9%
9.0
1,114
0.6%
10.0
891
0.5%
11.0
641
0.4%
12.0
621
0.4%
13.0
437
0.2%
14.0
328
0.2%
LARGEST VALUES
4668.0
1
<0.1%
4665.0
1
<0.1%
4663.0
1
<0.1%
4662.0
1
<0.1%
4661.0
1
<0.1%
4660.0
1
<0.1%
4655.0
1
<0.1%
4651.0
1
<0.1%
4645.0
1
<0.1%
4643.0
1
<0.1%
4642.0
1
<0.1%
4635.0
1
<0.1%
4631.0
1
<0.1%
4629.0
1
<0.1%
4628.0
1
<0.1%
C2
MISSING:
---
MOST FREQUENT VALUES
1.0
94,736
53.5%
2.0
31,275
17.7%
3.0
15,498
8.7%
4.0
8,438
4.8%
5.0
5,081
2.9%
6.0
3,154
1.8%
7.0
2,271
1.3%
8.0
1,530
0.9%
9.0
1,155
0.7%
10.0
856
0.5%
11.0
721
0.4%
12.0
580
0.3%
13.0
466
0.3%
14.0
417
0.2%
15.0
285
0.2%
SMALLEST VALUES
0.0
140
<0.1%
1.0
94,736
53.5%
2.0
31,275
17.7%
3.0
15,498
8.7%
4.0
8,438
4.8%
5.0
5,081
2.9%
6.0
3,154
1.8%
7.0
2,271
1.3%
8.0
1,530
0.9%
9.0
1,155
0.7%
10.0
856
0.5%
11.0
721
0.4%
12.0
580
0.3%
13.0
466
0.3%
14.0
417
0.2%
LARGEST VALUES
5624.0
1
<0.1%
5621.0
1
<0.1%
5620.0
4
<0.1%
5614.0
2
<0.1%
5598.0
3
<0.1%
5416.0
4
<0.1%
5383.0
1
<0.1%
5311.0
1
<0.1%
5307.0
1
<0.1%
5303.0
1
<0.1%
5301.0
5
<0.1%
5292.0
1
<0.1%
5289.0
3
<0.1%
5213.0
1
<0.1%
5204.0
1
<0.1%
C3
MISSING:
---
MOST FREQUENT VALUES
0.0
176,414
99.6%
1.0
660
0.4%
2.0
61
<0.1%
3.0
17
<0.1%
5.0
2
<0.1%
4.0
2
<0.1%
22.0
1
<0.1%
16.0
1
<0.1%
11.0
1
<0.1%
24.0
1
<0.1%
25.0
1
<0.1%
9.0
1
<0.1%
SMALLEST VALUES
0.0
176,414
99.6%
1.0
660
0.4%
2.0
61
<0.1%
3.0
17
<0.1%
4.0
2
<0.1%
5.0
2
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
16.0
1
<0.1%
22.0
1
<0.1%
24.0
1
<0.1%
25.0
1
<0.1%
LARGEST VALUES
25.0
1
<0.1%
24.0
1
<0.1%
22.0
1
<0.1%
16.0
1
<0.1%
11.0
1
<0.1%
9.0
1
<0.1%
5.0
2
<0.1%
4.0
2
<0.1%
3.0
17
<0.1%
2.0
61
<0.1%
1.0
660
0.4%
0.0
176,414
99.6%
C4
MISSING:
---
MOST FREQUENT VALUES
0.0
135,562
76.5%
1.0
33,515
18.9%
2.0
3,921
2.2%
3.0
1,467
0.8%
4.0
560
0.3%
5.0
249
0.1%
6.0
179
0.1%
7.0
112
<0.1%
9.0
76
<0.1%
10.0
68
<0.1%
8.0
63
<0.1%
12.0
53
<0.1%
11.0
52
<0.1%
15.0
42
<0.1%
17.0
41
<0.1%
SMALLEST VALUES
0.0
135,562
76.5%
1.0
33,515
18.9%
2.0
3,921
2.2%
3.0
1,467
0.8%
4.0
560
0.3%
5.0
249
0.1%
6.0
179
0.1%
7.0
112
<0.1%
8.0
63
<0.1%
9.0
76
<0.1%
10.0
68
<0.1%
11.0
52
<0.1%
12.0
53
<0.1%
13.0
29
<0.1%
14.0
33
<0.1%
LARGEST VALUES
2240.0
1
<0.1%
2237.0
1
<0.1%
2236.0
1
<0.1%
2235.0
2
<0.1%
2234.0
1
<0.1%
2231.0
1
<0.1%
2227.0
1
<0.1%
2226.0
1
<0.1%
2224.0
1
<0.1%
2223.0
1
<0.1%
2222.0
1
<0.1%
2217.0
1
<0.1%
2215.0
1
<0.1%
2214.0
1
<0.1%
2205.0
1
<0.1%
C5
MISSING:
---
MOST FREQUENT VALUES
0.0
111,641
63.0%
1.0
36,743
20.7%
2.0
10,396
5.9%
3.0
4,025
2.3%
4.0
2,068
1.2%
5.0
1,122
0.6%
6.0
932
0.5%
7.0
571
0.3%
8.0
434
0.2%
9.0
318
0.2%
10.0
285
0.2%
11.0
216
0.1%
12.0
207
0.1%
13.0
192
0.1%
15.0
134
<0.1%
SMALLEST VALUES
0.0
111,641
63.0%
1.0
36,743
20.7%
2.0
10,396
5.9%
3.0
4,025
2.3%
4.0
2,068
1.2%
5.0
1,122
0.6%
6.0
932
0.5%
7.0
571
0.3%
8.0
434
0.2%
9.0
318
0.2%
10.0
285
0.2%
11.0
216
0.1%
12.0
207
0.1%
13.0
192
0.1%
14.0
132
<0.1%
LARGEST VALUES
335.0
1
<0.1%
333.0
1
<0.1%
324.0
1
<0.1%
319.0
1
<0.1%
316.0
1
<0.1%
313.0
1
<0.1%
307.0
1
<0.1%
304.0
1
<0.1%
302.0
1
<0.1%
301.0
1
<0.1%
300.0
3
<0.1%
298.0
3
<0.1%
297.0
2
<0.1%
296.0
1
<0.1%
295.0
3
<0.1%
C6
MISSING:
---
MOST FREQUENT VALUES
1.0
102,170
57.7%
2.0
25,958
14.7%
0.0
14,845
8.4%
3.0
10,544
6.0%
4.0
5,276
3.0%
5.0
3,096
1.7%
6.0
1,826
1.0%
7.0
1,208
0.7%
8.0
962
0.5%
9.0
688
0.4%
10.0
520
0.3%
11.0
386
0.2%
13.0
273
0.2%
12.0
238
0.1%
15.0
189
0.1%
SMALLEST VALUES
0.0
14,845
8.4%
1.0
102,170
57.7%
2.0
25,958
14.7%
3.0
10,544
6.0%
4.0
5,276
3.0%
5.0
3,096
1.7%
6.0
1,826
1.0%
7.0
1,208
0.7%
8.0
962
0.5%
9.0
688
0.4%
10.0
520
0.3%
11.0
386
0.2%
12.0
238
0.1%
13.0
273
0.2%
14.0
175
<0.1%
LARGEST VALUES
2240.0
1
<0.1%
2237.0
1
<0.1%
2236.0
1
<0.1%
2235.0
2
<0.1%
2234.0
1
<0.1%
2231.0
1
<0.1%
2227.0
1
<0.1%
2226.0
1
<0.1%
2224.0
1
<0.1%
2223.0
1
<0.1%
2222.0
1
<0.1%
2217.0
1
<0.1%
2215.0
1
<0.1%
2214.0
1
<0.1%
2205.0
1
<0.1%
C7
MISSING:
---
MOST FREQUENT VALUES
0.0
157,024
88.6%
1.0
15,493
8.7%
2.0
2,220
1.3%
3.0
594
0.3%
4.0
291
0.2%
5.0
149
<0.1%
6.0
124
<0.1%
7.0
81
<0.1%
9.0
63
<0.1%
10.0
55
<0.1%
8.0
48
<0.1%
11.0
37
<0.1%
17.0
35
<0.1%
16.0
33
<0.1%
15.0
32
<0.1%
SMALLEST VALUES
0.0
157,024
88.6%
1.0
15,493
8.7%
2.0
2,220
1.3%
3.0
594
0.3%
4.0
291
0.2%
5.0
149
<0.1%
6.0
124
<0.1%
7.0
81
<0.1%
8.0
48
<0.1%
9.0
63
<0.1%
10.0
55
<0.1%
11.0
37
<0.1%
12.0
15
<0.1%
13.0
26
<0.1%
14.0
25
<0.1%
LARGEST VALUES
2242.0
1
<0.1%
2239.0
1
<0.1%
2238.0
1
<0.1%
2237.0
2
<0.1%
2236.0
1
<0.1%
2233.0
1
<0.1%
2229.0
1
<0.1%
2228.0
1
<0.1%
2226.0
1
<0.1%
2225.0
1
<0.1%
2223.0
1
<0.1%
2218.0
1
<0.1%
2216.0
1
<0.1%
2215.0
1
<0.1%
2206.0
1
<0.1%
C8
MISSING:
---
MOST FREQUENT VALUES
0.0
134,260
75.8%
1.0
31,422
17.7%
2.0
4,849
2.7%
3.0
1,659
0.9%
4.0
841
0.5%
8.0
543
0.3%
6.0
525
0.3%
5.0
512
0.3%
7.0
299
0.2%
9.0
193
0.1%
10.0
158
<0.1%
11.0
106
<0.1%
12.0
95
<0.1%
16.0
78
<0.1%
13.0
65
<0.1%
SMALLEST VALUES
0.0
134,260
75.8%
1.0
31,422
17.7%
2.0
4,849
2.7%
3.0
1,659
0.9%
4.0
841
0.5%
5.0
512
0.3%
6.0
525
0.3%
7.0
299
0.2%
8.0
543
0.3%
9.0
193
0.1%
10.0
158
<0.1%
11.0
106
<0.1%
12.0
95
<0.1%
13.0
65
<0.1%
14.0
60
<0.1%
LARGEST VALUES
3317.0
1
<0.1%
3311.0
1
<0.1%
3309.0
4
<0.1%
3304.0
1
<0.1%
3300.0
1
<0.1%
3297.0
1
<0.1%
3295.0
1
<0.1%
3294.0
1
<0.1%
3263.0
1
<0.1%
3259.0
1
<0.1%
3258.0
1
<0.1%
3257.0
1
<0.1%
3252.0
1
<0.1%
3240.0
1
<0.1%
3235.0
1
<0.1%
C9
MISSING:
---
MOST FREQUENT VALUES
1.0
68,537
38.7%
0.0
55,194
31.2%
2.0
23,312
13.2%
3.0
9,727
5.5%
4.0
4,850
2.7%
5.0
2,573
1.5%
6.0
1,801
1.0%
7.0
1,067
0.6%
8.0
783
0.4%
9.0
580
0.3%
10.0
344
0.2%
11.0
280
0.2%
12.0
221
0.1%
13.0
180
0.1%
14.0
167
<0.1%
SMALLEST VALUES
0.0
55,194
31.2%
1.0
68,537
38.7%
2.0
23,312
13.2%
3.0
9,727
5.5%
4.0
4,850
2.7%
5.0
2,573
1.5%
6.0
1,801
1.0%
7.0
1,067
0.6%
8.0
783
0.4%
9.0
580
0.3%
10.0
344
0.2%
11.0
280
0.2%
12.0
221
0.1%
13.0
180
0.1%
14.0
167
<0.1%
LARGEST VALUES
210.0
1
<0.1%
204.0
1
<0.1%
203.0
1
<0.1%
202.0
1
<0.1%
196.0
2
<0.1%
195.0
1
<0.1%
194.0
4
<0.1%
193.0
12
<0.1%
192.0
13
<0.1%
191.0
9
<0.1%
190.0
10
<0.1%
189.0
18
<0.1%
188.0
4
<0.1%
187.0
7
<0.1%
186.0
2
<0.1%
C10
MISSING:
---
MOST FREQUENT VALUES
0.0
135,974
76.8%
1.0
30,013
16.9%
2.0
4,590
2.6%
3.0
1,948
1.1%
4.0
833
0.5%
5.0
548
0.3%
6.0
358
0.2%
7.0
256
0.1%
8.0
193
0.1%
9.0
159
<0.1%
10.0
116
<0.1%
11.0
114
<0.1%
13.0
103
<0.1%
12.0
87
<0.1%
14.0
64
<0.1%
SMALLEST VALUES
0.0
135,974
76.8%
1.0
30,013
16.9%
2.0
4,590
2.6%
3.0
1,948
1.1%
4.0
833
0.5%
5.0
548
0.3%
6.0
358
0.2%
7.0
256
0.1%
8.0
193
0.1%
9.0
159
<0.1%
10.0
116
<0.1%
11.0
114
<0.1%
12.0
87
<0.1%
13.0
103
<0.1%
14.0
64
<0.1%
LARGEST VALUES
3244.0
1
<0.1%
3239.0
1
<0.1%
3237.0
4
<0.1%
3232.0
1
<0.1%
3228.0
1
<0.1%
3217.0
1
<0.1%
3215.0
1
<0.1%
3214.0
1
<0.1%
3184.0
1
<0.1%
3180.0
1
<0.1%
3179.0
1
<0.1%
3178.0
1
<0.1%
3174.0
1
<0.1%
3160.0
1
<0.1%
3153.0
1
<0.1%
C11
MISSING:
---
MOST FREQUENT VALUES
1.0
116,620
65.8%
2.0
26,933
15.2%
3.0
10,322
5.8%
4.0
4,881
2.8%
5.0
2,996
1.7%
6.0
1,787
1.0%
7.0
1,113
0.6%
8.0
885
0.5%
0.0
556
0.3%
10.0
536
0.3%
9.0
533
0.3%
11.0
332
0.2%
12.0
281
0.2%
13.0
226
0.1%
14.0
179
0.1%
SMALLEST VALUES
0.0
556
0.3%
1.0
116,620
65.8%
2.0
26,933
15.2%
3.0
10,322
5.8%
4.0
4,881
2.8%
5.0
2,996
1.7%
6.0
1,787
1.0%
7.0
1,113
0.6%
8.0
885
0.5%
9.0
533
0.3%
10.0
536
0.3%
11.0
332
0.2%
12.0
281
0.2%
13.0
226
0.1%
14.0
179
0.1%
LARGEST VALUES
3170.0
1
<0.1%
3166.0
1
<0.1%
3164.0
1
<0.1%
3163.0
1
<0.1%
3162.0
1
<0.1%
3161.0
1
<0.1%
3156.0
1
<0.1%
3153.0
1
<0.1%
3152.0
1
<0.1%
3150.0
1
<0.1%
3149.0
1
<0.1%
3135.0
1
<0.1%
3130.0
1
<0.1%
3128.0
1
<0.1%
3127.0
1
<0.1%
C12
MISSING:
---
MOST FREQUENT VALUES
0.0
146,862
82.9%
1.0
22,839
12.9%
2.0
3,745
2.1%
3.0
1,217
0.7%
4.0
498
0.3%
5.0
317
0.2%
6.0
177
<0.1%
7.0
112
<0.1%
8.0
74
<0.1%
10.0
60
<0.1%
9.0
45
<0.1%
17.0
38
<0.1%
15.0
37
<0.1%
12.0
37
<0.1%
13.0
32
<0.1%
SMALLEST VALUES
0.0
146,862
82.9%
1.0
22,839
12.9%
2.0
3,745
2.1%
3.0
1,217
0.7%
4.0
498
0.3%
5.0
317
0.2%
6.0
177
<0.1%
7.0
112
<0.1%
8.0
74
<0.1%
9.0
45
<0.1%
10.0
60
<0.1%
11.0
28
<0.1%
12.0
37
<0.1%
13.0
32
<0.1%
14.0
31
<0.1%
LARGEST VALUES
3170.0
1
<0.1%
3166.0
1
<0.1%
3164.0
1
<0.1%
3163.0
1
<0.1%
3162.0
1
<0.1%
3161.0
1
<0.1%
3156.0
1
<0.1%
3153.0
1
<0.1%
3152.0
1
<0.1%
3150.0
1
<0.1%
3149.0
1
<0.1%
3135.0
1
<0.1%
3130.0
1
<0.1%
3128.0
1
<0.1%
3127.0
1
<0.1%
C13
MISSING:
---
MOST FREQUENT VALUES
1.0
59,520
33.6%
2.0
17,242
9.7%
0.0
10,751
6.1%
3.0
9,915
5.6%
4.0
7,049
4.0%
5.0
5,444
3.1%
6.0
4,549
2.6%
7.0
3,990
2.3%
8.0
3,520
2.0%
9.0
3,007
1.7%
10.0
2,776
1.6%
12.0
2,595
1.5%
11.0
2,569
1.5%
13.0
2,495
1.4%
14.0
2,144
1.2%
SMALLEST VALUES
0.0
10,751
6.1%
1.0
59,520
33.6%
2.0
17,242
9.7%
3.0
9,915
5.6%
4.0
7,049
4.0%
5.0
5,444
3.1%
6.0
4,549
2.6%
7.0
3,990
2.3%
8.0
3,520
2.0%
9.0
3,007
1.7%
10.0
2,776
1.6%
11.0
2,569
1.5%
12.0
2,595
1.5%
13.0
2,495
1.4%
14.0
2,144
1.2%
LARGEST VALUES
2903.0
1
<0.1%
2900.0
1
<0.1%
2899.0
1
<0.1%
2898.0
1
<0.1%
2897.0
1
<0.1%
2896.0
1
<0.1%
2892.0
1
<0.1%
2889.0
1
<0.1%
2878.0
3
<0.1%
2799.0
1
<0.1%
2796.0
1
<0.1%
2794.0
1
<0.1%
2793.0
1
<0.1%
2785.0
1
<0.1%
2775.0
1
<0.1%
C14
MISSING:
---
MOST FREQUENT VALUES
1.0
95,897
54.1%
2.0
28,171
15.9%
3.0
13,347
7.5%
0.0
10,890
6.1%
4.0
7,471
4.2%
5.0
4,677
2.6%
6.0
2,584
1.5%
7.0
1,516
0.9%
8.0
1,053
0.6%
9.0
839
0.5%
10.0
612
0.3%
11.0
551
0.3%
12.0
296
0.2%
13.0
252
0.1%
14.0
176
<0.1%
SMALLEST VALUES
0.0
10,890
6.1%
1.0
95,897
54.1%
2.0
28,171
15.9%
3.0
13,347
7.5%
4.0
7,471
4.2%
5.0
4,677
2.6%
6.0
2,584
1.5%
7.0
1,516
0.9%
8.0
1,053
0.6%
9.0
839
0.5%
10.0
612
0.3%
11.0
551
0.3%
12.0
296
0.2%
13.0
252
0.1%
14.0
176
<0.1%
LARGEST VALUES
1417.0
1
<0.1%
1415.0
1
<0.1%
1414.0
1
<0.1%
1413.0
2
<0.1%
1412.0
1
<0.1%
1408.0
1
<0.1%
1405.0
1
<0.1%
1401.0
3
<0.1%
1395.0
1
<0.1%
1392.0
1
<0.1%
1390.0
1
<0.1%
1389.0
1
<0.1%
1384.0
1
<0.1%
1376.0
1
<0.1%
1371.0
1
<0.1%
D1
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
83,648
47.3%
1.0
2,661
1.5%
2.0
1,461
0.8%
3.0
1,237
0.7%
4.0
1,124
0.6%
7.0
1,014
0.6%
6.0
966
0.5%
5.0
946
0.5%
14.0
904
0.5%
28.0
815
0.5%
8.0
807
0.5%
9.0
719
0.4%
13.0
711
0.4%
42.0
704
0.4%
11.0
659
0.4%
SMALLEST VALUES
0.0
83,648
47.3%
1.0
2,661
1.5%
2.0
1,461
0.8%
3.0
1,237
0.7%
4.0
1,124
0.6%
5.0
946
0.5%
6.0
966
0.5%
7.0
1,014
0.6%
8.0
807
0.5%
9.0
719
0.4%
10.0
646
0.4%
11.0
659
0.4%
12.0
599
0.3%
13.0
711
0.4%
14.0
904
0.5%
LARGEST VALUES
640.0
4
<0.1%
639.0
10
<0.1%
638.0
28
<0.1%
637.0
110
<0.1%
636.0
62
<0.1%
635.0
57
<0.1%
634.0
43
<0.1%
633.0
66
<0.1%
632.0
61
<0.1%
631.0
52
<0.1%
630.0
61
<0.1%
629.0
45
<0.1%
628.0
43
<0.1%
627.0
49
<0.1%
626.0
30
<0.1%
D2
MISSING:
83,939
(47%)
MOST FREQUENT VALUES
0.0
4,471
4.8%
1.0
2,100
2.3%
2.0
1,276
1.4%
3.0
1,154
1.2%
4.0
1,053
1.1%
7.0
962
1.0%
6.0
935
1.0%
5.0
925
1.0%
14.0
888
1.0%
28.0
792
0.8%
8.0
779
0.8%
13.0
713
0.8%
9.0
690
0.7%
42.0
684
0.7%
15.0
644
0.7%
SMALLEST VALUES
0.0
4,471
4.8%
1.0
2,100
2.3%
2.0
1,276
1.4%
3.0
1,154
1.2%
4.0
1,053
1.1%
5.0
925
1.0%
6.0
935
1.0%
7.0
962
1.0%
8.0
779
0.8%
9.0
690
0.7%
10.0
625
0.7%
11.0
634
0.7%
12.0
579
0.6%
13.0
713
0.8%
14.0
888
1.0%
LARGEST VALUES
640.0
4
<0.1%
639.0
8
<0.1%
638.0
15
<0.1%
637.0
91
<0.1%
636.0
66
<0.1%
635.0
55
<0.1%
634.0
41
<0.1%
633.0
60
<0.1%
632.0
54
<0.1%
631.0
43
<0.1%
630.0
57
<0.1%
629.0
40
<0.1%
628.0
38
<0.1%
627.0
41
<0.1%
626.0
33
<0.1%
D3
MISSING:
78,554
(44%)
MOST FREQUENT VALUES
0.0
22,023
22.3%
1.0
6,435
6.5%
2.0
4,265
4.3%
7.0
3,962
4.0%
3.0
3,234
3.3%
4.0
2,897
2.9%
14.0
2,845
2.9%
6.0
2,793
2.8%
5.0
2,685
2.7%
8.0
2,434
2.5%
13.0
1,878
1.9%
9.0
1,768
1.8%
15.0
1,675
1.7%
28.0
1,609
1.6%
12.0
1,591
1.6%
SMALLEST VALUES
0.0
22,023
22.3%
1.0
6,435
6.5%
2.0
4,265
4.3%
3.0
3,234
3.3%
4.0
2,897
2.9%
5.0
2,685
2.7%
6.0
2,793
2.8%
7.0
3,962
4.0%
8.0
2,434
2.5%
9.0
1,768
1.8%
10.0
1,559
1.6%
11.0
1,561
1.6%
12.0
1,591
1.6%
13.0
1,878
1.9%
14.0
2,845
2.9%
LARGEST VALUES
731.0
1
<0.1%
729.0
1
<0.1%
674.0
1
<0.1%
655.0
1
<0.1%
643.0
1
<0.1%
640.0
1
<0.1%
639.0
1
<0.1%
636.0
1
<0.1%
634.0
1
<0.1%
633.0
1
<0.1%
628.0
1
<0.1%
627.0
1
<0.1%
625.0
1
<0.1%
623.0
1
<0.1%
613.0
2
<0.1%
D4
MISSING:
51,001
(29%)
MOST FREQUENT VALUES
0.0
49,733
39.4%
1.0
1,575
1.2%
2.0
995
0.8%
3.0
802
0.6%
4.0
739
0.6%
7.0
668
0.5%
5.0
664
0.5%
14.0
629
0.5%
6.0
605
0.5%
28.0
533
0.4%
8.0
512
0.4%
11.0
459
0.4%
15.0
456
0.4%
9.0
455
0.4%
13.0
452
0.4%
SMALLEST VALUES
-90.0
1
<0.1%
-74.0
1
<0.1%
-30.0
1
<0.1%
-16.0
1
<0.1%
-15.0
1
<0.1%
-1.0
1
<0.1%
0.0
49,733
39.4%
1.0
1,575
1.2%
2.0
995
0.8%
3.0
802
0.6%
4.0
739
0.6%
5.0
664
0.5%
6.0
605
0.5%
7.0
668
0.5%
8.0
512
0.4%
LARGEST VALUES
869.0
1
<0.1%
855.0
3
<0.1%
833.0
1
<0.1%
829.0
2
<0.1%
823.0
1
<0.1%
822.0
1
<0.1%
819.0
1
<0.1%
812.0
1
<0.1%
810.0
1
<0.1%
802.0
1
<0.1%
799.0
1
<0.1%
786.0
2
<0.1%
784.0
1
<0.1%
778.0
1
<0.1%
775.0
1
<0.1%
D5
MISSING:
93,064
(53%)
MOST FREQUENT VALUES
0.0
19,566
23.3%
1.0
4,650
5.5%
2.0
3,138
3.7%
7.0
2,885
3.4%
3.0
2,377
2.8%
14.0
2,185
2.6%
4.0
2,154
2.6%
6.0
2,104
2.5%
5.0
2,016
2.4%
8.0
1,826
2.2%
13.0
1,411
1.7%
15.0
1,367
1.6%
9.0
1,363
1.6%
12.0
1,236
1.5%
10.0
1,214
1.4%
SMALLEST VALUES
0.0
19,566
23.3%
1.0
4,650
5.5%
2.0
3,138
3.7%
3.0
2,377
2.8%
4.0
2,154
2.6%
5.0
2,016
2.4%
6.0
2,104
2.5%
7.0
2,885
3.4%
8.0
1,826
2.2%
9.0
1,363
1.6%
10.0
1,214
1.4%
11.0
1,181
1.4%
12.0
1,236
1.5%
13.0
1,411
1.7%
14.0
2,185
2.6%
LARGEST VALUES
819.0
1
<0.1%
745.0
1
<0.1%
736.0
1
<0.1%
734.0
1
<0.1%
731.0
3
<0.1%
723.0
1
<0.1%
716.0
1
<0.1%
683.0
1
<0.1%
674.0
1
<0.1%
671.0
1
<0.1%
663.0
1
<0.1%
656.0
1
<0.1%
654.0
1
<0.1%
652.0
1
<0.1%
651.0
1
<0.1%
D6
MISSING:
155,281
(88%)
MOST FREQUENT VALUES
0.0
13,664
62.4%
1.0
456
2.1%
256.0
265
1.2%
2.0
245
1.1%
3.0
195
0.9%
4.0
192
0.9%
5.0
137
0.6%
249.0
119
0.5%
6.0
114
0.5%
7.0
109
0.5%
9.0
89
0.4%
8.0
86
0.4%
10.0
71
0.3%
14.0
71
0.3%
11.0
68
0.3%
SMALLEST VALUES
-74.0
1
<0.1%
0.0
13,664
62.4%
1.0
456
2.1%
2.0
245
1.1%
3.0
195
0.9%
4.0
192
0.9%
5.0
137
0.6%
6.0
114
0.5%
7.0
109
0.5%
8.0
86
0.4%
9.0
89
0.4%
10.0
71
0.3%
11.0
68
0.3%
12.0
62
0.3%
13.0
66
0.3%
LARGEST VALUES
869.0
1
<0.1%
864.0
1
<0.1%
861.0
1
<0.1%
849.0
1
<0.1%
847.0
2
<0.1%
841.0
1
<0.1%
837.0
1
<0.1%
834.0
1
<0.1%
832.0
1
<0.1%
829.0
1
<0.1%
826.0
1
<0.1%
825.0
1
<0.1%
823.0
1
<0.1%
820.0
1
<0.1%
816.0
1
<0.1%
D7
MISSING:
165,463
(93%)
MOST FREQUENT VALUES
0.0
6,384
54.6%
1.0
517
4.4%
2.0
289
2.5%
3.0
237
2.0%
4.0
174
1.5%
7.0
173
1.5%
5.0
152
1.3%
6.0
125
1.1%
8.0
119
1.0%
9.0
100
0.9%
12.0
87
0.7%
10.0
84
0.7%
14.0
74
0.6%
13.0
73
0.6%
11.0
67
0.6%
SMALLEST VALUES
0.0
6,384
54.6%
1.0
517
4.4%
2.0
289
2.5%
3.0
237
2.0%
4.0
174
1.5%
5.0
152
1.3%
6.0
125
1.1%
7.0
173
1.5%
8.0
119
1.0%
9.0
100
0.9%
10.0
84
0.7%
11.0
67
0.6%
12.0
87
0.7%
13.0
73
0.6%
14.0
74
0.6%
LARGEST VALUES
745.0
1
<0.1%
731.0
1
<0.1%
730.0
2
<0.1%
723.0
1
<0.1%
676.0
1
<0.1%
645.0
1
<0.1%
624.0
1
<0.1%
605.0
1
<0.1%
602.0
1
<0.1%
591.0
1
<0.1%
587.0
1
<0.1%
580.0
1
<0.1%
551.0
1
<0.1%
548.0
1
<0.1%
547.0
1
<0.1%
D8
MISSING:
154,584
(87%)
MOST FREQUENT VALUES
0.8333330154418945
416
1.8%
0.7916659712791443
401
1.8%
0.875
399
1.8%
0.9583330154418944
398
1.8%
0.9166659712791444
375
1.7%
0.75
372
1.6%
0.7083330154418945
363
1.6%
0.0833330005407333
343
1.5%
0.6666659712791443
332
1.5%
0.125
316
1.4%
0.0416660010814666
300
1.3%
0.1666660010814666
265
1.2%
0.625
238
1.1%
0.0
235
1.0%
0.2083330005407333
217
1.0%
SMALLEST VALUES
0.0
235
1.0%
0.0416660010814666
300
1.3%
0.0833330005407333
343
1.5%
0.125
316
1.4%
0.1666660010814666
265
1.2%
0.2083330005407333
217
1.0%
0.25
108
0.5%
0.2916660010814667
84
0.4%
0.3333329856395721
49
0.2%
0.375
35
0.2%
0.4166660010814667
29
0.1%
0.4583329856395722
58
0.3%
0.5
70
0.3%
0.5416659712791443
96
0.4%
0.5833330154418945
208
0.9%
LARGEST VALUES
1707.7916259765625
1
<0.1%
1543.5416259765625
1
<0.1%
1342.9166259765625
1
<0.1%
1295.7083740234375
1
<0.1%
1292.875
1
<0.1%
1291.0833740234375
1
<0.1%
1290.5833740234375
1
<0.1%
1288.6666259765625
1
<0.1%
1245.7083740234375
2
<0.1%
1240.625
2
<0.1%
1239.7083740234375
1
<0.1%
1234.7916259765625
1
<0.1%
1234.625
2
<0.1%
1233.8333740234375
1
<0.1%
1232.0416259765625
1
<0.1%
D9
MISSING:
154,584
(87%)
MOST FREQUENT VALUES
0.7916659712791443
1,614
7.1%
0.7083330154418945
1,574
7.0%
0.8333330154418945
1,573
7.0%
0.75
1,537
6.8%
0.6666659712791443
1,496
6.6%
0.875
1,446
6.4%
0.9166659712791444
1,428
6.3%
0.9583330154418944
1,341
5.9%
0.625
1,316
5.8%
0.0
1,265
5.6%
0.0416660010814666
1,185
5.2%
0.5833330154418945
1,120
5.0%
0.0833330005407333
1,093
4.8%
0.125
1,010
4.5%
0.1666660010814666
820
3.6%
SMALLEST VALUES
0.0
1,265
5.6%
0.0416660010814666
1,185
5.2%
0.0833330005407333
1,093
4.8%
0.125
1,010
4.5%
0.1666660010814666
820
3.6%
0.2083330005407333
594
2.6%
0.25
323
1.4%
0.2916660010814667
215
1.0%
0.3333329856395721
118
0.5%
0.375
101
0.4%
0.4166660010814667
103
0.5%
0.4583329856395722
208
0.9%
0.5
393
1.7%
0.5416659712791443
705
3.1%
0.5833330154418945
1,120
5.0%
LARGEST VALUES
0.9583330154418944
1,341
5.9%
0.9166659712791444
1,428
6.3%
0.875
1,446
6.4%
0.8333330154418945
1,573
7.0%
0.7916659712791443
1,614
7.1%
0.75
1,537
6.8%
0.7083330154418945
1,574
7.0%
0.6666659712791443
1,496
6.6%
0.625
1,316
5.8%
0.5833330154418945
1,120
5.0%
0.5416659712791443
705
3.1%
0.5
393
1.7%
0.4583329856395722
208
0.9%
0.4166660010814667
103
0.5%
0.375
101
0.4%
D10
MISSING:
22,949
(13%)
MOST FREQUENT VALUES
0.0
66,319
43.0%
1.0
1,589
1.0%
2.0
1,042
0.7%
3.0
874
0.6%
7.0
776
0.5%
14.0
760
0.5%
28.0
752
0.5%
4.0
717
0.5%
5.0
716
0.5%
6.0
698
0.5%
8.0
636
0.4%
15.0
565
0.4%
13.0
551
0.4%
9.0
527
0.3%
11.0
527
0.3%
SMALLEST VALUES
0.0
66,319
43.0%
1.0
1,589
1.0%
2.0
1,042
0.7%
3.0
874
0.6%
4.0
717
0.5%
5.0
716
0.5%
6.0
698
0.5%
7.0
776
0.5%
8.0
636
0.4%
9.0
527
0.3%
10.0
496
0.3%
11.0
527
0.3%
12.0
480
0.3%
13.0
551
0.4%
14.0
760
0.5%
LARGEST VALUES
876.0
1
<0.1%
869.0
1
<0.1%
864.0
1
<0.1%
861.0
1
<0.1%
855.0
3
<0.1%
849.0
1
<0.1%
847.0
1
<0.1%
837.0
2
<0.1%
834.0
1
<0.1%
832.0
1
<0.1%
829.0
3
<0.1%
826.0
1
<0.1%
824.0
1
<0.1%
823.0
1
<0.1%
820.0
1
<0.1%
D11
MISSING:
83,804
(47%)
MOST FREQUENT VALUES
0.0
33,254
35.6%
1.0
984
1.1%
2.0
591
0.6%
3.0
520
0.6%
7.0
482
0.5%
14.0
471
0.5%
4.0
441
0.5%
5.0
435
0.5%
6.0
425
0.5%
28.0
395
0.4%
8.0
380
0.4%
11.0
329
0.4%
15.0
328
0.4%
13.0
325
0.3%
29.0
322
0.3%
SMALLEST VALUES
-33.0
1
<0.1%
-15.0
1
<0.1%
0.0
33,254
35.6%
1.0
984
1.1%
2.0
591
0.6%
3.0
520
0.6%
4.0
441
0.5%
5.0
435
0.5%
6.0
425
0.5%
7.0
482
0.5%
8.0
380
0.4%
9.0
314
0.3%
10.0
283
0.3%
11.0
329
0.4%
12.0
288
0.3%
LARGEST VALUES
668.0
1
<0.1%
666.0
1
<0.1%
665.0
1
<0.1%
663.0
6
<0.1%
660.0
4
<0.1%
659.0
5
<0.1%
658.0
6
<0.1%
657.0
5
<0.1%
656.0
5
<0.1%
655.0
8
<0.1%
654.0
6
<0.1%
653.0
15
<0.1%
652.0
9
<0.1%
651.0
9
<0.1%
650.0
12
<0.1%
D12
MISSING:
157,810
(89%)
MOST FREQUENT VALUES
0.0
12,760
65.9%
1.0
438
2.3%
2.0
233
1.2%
3.0
194
1.0%
4.0
190
1.0%
5.0
133
0.7%
6.0
112
0.6%
7.0
106
0.5%
9.0
85
0.4%
8.0
82
0.4%
14.0
70
0.4%
10.0
67
0.3%
13.0
62
0.3%
11.0
59
0.3%
12.0
59
0.3%
SMALLEST VALUES
-74.0
1
<0.1%
0.0
12,760
65.9%
1.0
438
2.3%
2.0
233
1.2%
3.0
194
1.0%
4.0
190
1.0%
5.0
133
0.7%
6.0
112
0.6%
7.0
106
0.5%
8.0
82
0.4%
9.0
85
0.4%
10.0
67
0.3%
11.0
59
0.3%
12.0
59
0.3%
13.0
62
0.3%
LARGEST VALUES
647.0
1
<0.1%
640.0
1
<0.1%
636.0
1
<0.1%
635.0
1
<0.1%
634.0
1
<0.1%
632.0
1
<0.1%
629.0
2
<0.1%
627.0
1
<0.1%
626.0
1
<0.1%
624.0
1
<0.1%
621.0
1
<0.1%
618.0
1
<0.1%
617.0
2
<0.1%
616.0
1
<0.1%
614.0
1
<0.1%
D13
MISSING:
158,680
(90%)
MOST FREQUENT VALUES
0.0
14,606
79.0%
1.0
310
1.7%
26.0
268
1.5%
2.0
190
1.0%
3.0
129
0.7%
4.0
129
0.7%
19.0
117
0.6%
5.0
99
0.5%
7.0
97
0.5%
6.0
75
0.4%
9.0
73
0.4%
8.0
52
0.3%
11.0
49
0.3%
10.0
49
0.3%
14.0
47
0.3%
SMALLEST VALUES
0.0
14,606
79.0%
1.0
310
1.7%
2.0
190
1.0%
3.0
129
0.7%
4.0
129
0.7%
5.0
99
0.5%
6.0
75
0.4%
7.0
97
0.5%
8.0
52
0.3%
9.0
73
0.4%
10.0
49
0.3%
11.0
49
0.3%
12.0
34
0.2%
13.0
47
0.3%
14.0
47
0.3%
LARGEST VALUES
847.0
1
<0.1%
807.0
1
<0.1%
797.0
1
<0.1%
780.0
2
<0.1%
774.0
1
<0.1%
764.0
2
<0.1%
763.0
1
<0.1%
745.0
1
<0.1%
742.0
1
<0.1%
729.0
1
<0.1%
728.0
1
<0.1%
717.0
1
<0.1%
706.0
3
<0.1%
699.0
2
<0.1%
672.0
1
<0.1%
D14
MISSING:
158,537
(89%)
MOST FREQUENT VALUES
0.0
13,505
72.5%
1.0
348
1.9%
256.0
200
1.1%
2.0
161
0.9%
249.0
99
0.5%
3.0
89
0.5%
7.0
73
0.4%
5.0
70
0.4%
4.0
70
0.4%
8.0
53
0.3%
6.0
50
0.3%
9.0
40
0.2%
14.0
38
0.2%
10.0
30
0.2%
11.0
27
0.1%
SMALLEST VALUES
-193.0
1
<0.1%
0.0
13,505
72.5%
1.0
348
1.9%
2.0
161
0.9%
3.0
89
0.5%
4.0
70
0.4%
5.0
70
0.4%
6.0
50
0.3%
7.0
73
0.4%
8.0
53
0.3%
9.0
40
0.2%
10.0
30
0.2%
11.0
27
0.1%
12.0
22
0.1%
13.0
24
0.1%
LARGEST VALUES
869.0
1
<0.1%
867.0
1
<0.1%
856.0
1
<0.1%
855.0
1
<0.1%
847.0
4
<0.1%
842.0
1
<0.1%
838.0
1
<0.1%
837.0
1
<0.1%
834.0
2
<0.1%
833.0
1
<0.1%
832.0
1
<0.1%
829.0
1
<0.1%
827.0
1
<0.1%
819.0
1
<0.1%
810.0
2
<0.1%
D15
MISSING:
26,840
(15%)
MOST FREQUENT VALUES
0.0
52,045
34.6%
1.0
1,793
1.2%
2.0
1,070
0.7%
3.0
900
0.6%
4.0
807
0.5%
5.0
732
0.5%
7.0
728
0.5%
14.0
684
0.5%
6.0
676
0.4%
8.0
599
0.4%
28.0
586
0.4%
13.0
519
0.3%
9.0
515
0.3%
15.0
506
0.3%
11.0
494
0.3%
SMALLEST VALUES
-74.0
1
<0.1%
-15.0
1
<0.1%
0.0
52,045
34.6%
1.0
1,793
1.2%
2.0
1,070
0.7%
3.0
900
0.6%
4.0
807
0.5%
5.0
732
0.5%
6.0
676
0.4%
7.0
728
0.5%
8.0
599
0.4%
9.0
515
0.3%
10.0
448
0.3%
11.0
494
0.3%
12.0
479
0.3%
LARGEST VALUES
876.0
1
<0.1%
867.0
1
<0.1%
864.0
2
<0.1%
861.0
1
<0.1%
855.0
2
<0.1%
847.0
2
<0.1%
837.0
1
<0.1%
835.0
2
<0.1%
834.0
1
<0.1%
829.0
3
<0.1%
823.0
2
<0.1%
820.0
1
<0.1%
819.0
1
<0.1%
818.0
1
<0.1%
815.0
2
<0.1%
M1
MISSING:
81,371
(46%)
TOP CATEGORIES
isFraud
T
95,777
>99%
1,874
2%
F
14
<1%
0
0%
ALL
95,791
100%
6,341
4%
M2
MISSING:
81,371
(46%)
TOP CATEGORIES
isFraud
T
85,641
89%
1,522
2%
F
10,150
11%
352
3%
ALL
95,791
100%
6,341
4%
M3
MISSING:
81,371
(46%)
TOP CATEGORIES
isFraud
T
75,553
79%
1,261
2%
F
20,238
21%
613
3%
ALL
95,791
100%
6,341
4%
M4
MISSING:
84,629
(48%)
TOP CATEGORIES
isFraud
M0
58,830
64%
2,195
4%
M2
17,855
19%
2,107
12%
M1
15,848
17%
433
3%
ALL
92,533
100%
6,341
4%
M5
MISSING:
105,260
(59%)
TOP CATEGORIES
isFraud
F
39,665
55%
1,064
3%
T
32,237
45%
1,222
4%
ALL
71,902
100%
6,341
4%
M6
MISSING:
50,808
(29%)
TOP CATEGORIES
isFraud
F
68,103
54%
1,654
2%
T
58,251
46%
952
2%
ALL
126,354
100%
6,341
4%
M7
MISSING:
103,859
(59%)
TOP CATEGORIES
isFraud
F
63,562
87%
1,225
2%
T
9,741
13%
206
2%
ALL
73,303
100%
6,341
4%
M8
MISSING:
103,855
(59%)
TOP CATEGORIES
isFraud
F
46,555
64%
1,007
2%
T
26,752
36%
424
2%
ALL
73,307
100%
6,341
4%
M9
MISSING:
103,855
(59%)
TOP CATEGORIES
isFraud
T
61,867
84%
1,084
2%
F
11,440
16%
347
3%
ALL
73,307
100%
6,341
4%
V1
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
93,349
>99%
1,800
2%
0.0
9
<1%
0
0%
ALL
93,358
100%
6,341
4%
V2
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
89,632
96%
1,691
2%
2.0
3,298
4%
98
3%
3.0
356
<1%
8
2%
4.0
45
<1%
1
2%
5.0
12
<1%
1
8%
0.0
11
<1%
0
0%
6.0
4
<1%
1
25%
ALL
93,358
100%
6,341
4%
V3
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
87,158
93%
1,565
2%
2.0
5,323
6%
180
3%
3.0
701
<1%
44
6%
4.0
112
<1%
7
6%
5.0
36
<1%
3
8%
6.0
11
<1%
0
0%
0.0
11
<1%
0
0%
7.0
3
<1%
1
33%
8.0
2
<1%
0
0%
9.0
1
<1%
0
0%
ALL
93,358
100%
6,341
4%
V4
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
73,942
79%
1,370
2%
0.0
16,992
18%
329
2%
2.0
2,236
2%
93
4%
3.0
158
<1%
6
4%
4.0
26
<1%
2
8%
5.0
4
<1%
0
0%
ALL
93,358
100%
6,341
4%
V5
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
72,843
78%
1,333
2%
0.0
16,261
17%
275
2%
2.0
3,850
4%
150
4%
3.0
318
<1%
19
6%
4.0
71
<1%
17
24%
5.0
9
<1%
5
56%
6.0
6
<1%
1
17%
ALL
93,358
100%
6,341
4%
V6
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
89,502
96%
1,710
2%
2.0
3,469
4%
86
2%
3.0
310
<1%
1
<1%
4.0
51
<1%
1
2%
5.0
13
<1%
1
8%
0.0
10
<1%
0
0%
6.0
3
<1%
1
33%
ALL
93,358
100%
6,341
4%
V7
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
87,378
94%
1,618
2%
2.0
5,281
6%
157
3%
3.0
540
<1%
18
3%
4.0
107
<1%
5
5%
5.0
26
<1%
1
4%
0.0
10
<1%
0
0%
6.0
9
<1%
1
11%
7.0
7
<1%
0
0%
ALL
93,358
100%
6,341
4%
V8
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
90,998
97%
1,732
2%
2.0
2,162
2%
63
3%
3.0
150
<1%
3
2%
4.0
28
<1%
0
0%
0.0
11
<1%
0
0%
5.0
5
<1%
2
40%
6.0
4
<1%
0
0%
ALL
93,358
100%
6,341
4%
V9
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
1.0
89,835
96%
1,646
2%
2.0
3,213
3%
141
4%
3.0
239
<1%
10
4%
4.0
50
<1%
1
2%
0.0
11
<1%
0
0%
5.0
6
<1%
2
33%
7.0
2
<1%
0
0%
6.0
2
<1%
0
0%
ALL
93,358
100%
6,341
4%
V10
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
0.0
50,888
55%
1,483
3%
1.0
41,513
44%
301
<1%
2.0
903
<1%
12
1%
3.0
52
<1%
4
8%
4.0
2
<1%
0
0%
ALL
93,358
100%
6,341
4%
V11
MISSING:
83,804
(47%)
TOP CATEGORIES
isFraud
0.0
50,684
54%
1,478
3%
1.0
40,732
44%
296
<1%
2.0
1,725
2%
21
1%
3.0
158
<1%
4
3%
4.0
59
<1%
1
2%
ALL
93,358
100%
6,341
4%
V12
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
1.0
84,072
55%
1,793
2%
0.0
69,146
45%
3,180
5%
2.0
947
<1%
134
14%
3.0
35
<1%
4
11%
ALL
154,200
100%
6,341
4%
V13
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
1.0
86,155
56%
1,781
2%
0.0
65,113
42%
3,067
5%
2.0
2,812
2%
232
8%
3.0
107
<1%
26
24%
4.0
8
<1%
2
25%
5.0
4
<1%
3
75%
6.0
1
<1%
0
0%
ALL
154,200
100%
6,341
4%
V14
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
1.0
154,126
>99%
5,110
3%
0.0
74
<1%
1
1%
ALL
154,200
100%
6,341
4%
V15
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
135,578
88%
2,835
2%
1.0
18,490
12%
2,245
12%
2.0
105
<1%
24
23%
3.0
17
<1%
6
35%
7.0
5
<1%
0
0%
4.0
4
<1%
1
25%
5.0
1
<1%
0
0%
ALL
154,200
100%
6,341
4%
V16
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
0.0
135,569
87.9%
1.0
18,430
12.0%
2.0
140
<0.1%
3.0
28
<0.1%
4.0
16
<0.1%
5.0
6
<0.1%
7.0
2
<0.1%
9.0
2
<0.1%
14.0
2
<0.1%
6.0
2
<0.1%
11.0
1
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
135,569
87.9%
1.0
18,430
12.0%
2.0
140
<0.1%
3.0
28
<0.1%
4.0
16
<0.1%
5.0
6
<0.1%
6.0
2
<0.1%
7.0
2
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
14.0
2
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
14.0
2
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
7.0
2
<0.1%
6.0
2
<0.1%
5.0
6
<0.1%
4.0
16
<0.1%
3.0
28
<0.1%
2.0
140
<0.1%
1.0
18,430
12.0%
0.0
135,569
87.9%
V17
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
0.0
134,310
87.1%
1.0
19,457
12.6%
2.0
302
0.2%
3.0
77
<0.1%
4.0
26
<0.1%
5.0
14
<0.1%
6.0
5
<0.1%
8.0
3
<0.1%
9.0
2
<0.1%
7.0
2
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
134,310
87.1%
1.0
19,457
12.6%
2.0
302
0.2%
3.0
77
<0.1%
4.0
26
<0.1%
5.0
14
<0.1%
6.0
5
<0.1%
7.0
2
<0.1%
8.0
3
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
8.0
3
<0.1%
7.0
2
<0.1%
6.0
5
<0.1%
5.0
14
<0.1%
4.0
26
<0.1%
3.0
77
<0.1%
2.0
302
0.2%
1.0
19,457
12.6%
0.0
134,310
87.1%
V18
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
0.0
134,302
87.1%
1.0
19,335
12.5%
2.0
383
0.2%
3.0
112
<0.1%
4.0
31
<0.1%
5.0
15
<0.1%
6.0
10
<0.1%
8.0
6
<0.1%
9.0
2
<0.1%
7.0
2
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
134,302
87.1%
1.0
19,335
12.5%
2.0
383
0.2%
3.0
112
<0.1%
4.0
31
<0.1%
5.0
15
<0.1%
6.0
10
<0.1%
7.0
2
<0.1%
8.0
6
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
8.0
6
<0.1%
7.0
2
<0.1%
6.0
10
<0.1%
5.0
15
<0.1%
4.0
31
<0.1%
3.0
112
<0.1%
2.0
383
0.2%
1.0
19,335
12.5%
0.0
134,302
87.1%
V19
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
1.0
121,331
79%
4,199
3%
0.0
30,788
20%
747
2%
2.0
1,955
1%
150
8%
3.0
113
<1%
14
12%
4.0
7
<1%
1
14%
7.0
5
<1%
0
0%
5.0
1
<1%
0
0%
ALL
154,200
100%
6,341
4%
V20
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
1.0
120,199
78.0%
0.0
29,100
18.9%
2.0
4,522
2.9%
3.0
305
0.2%
4.0
45
<0.1%
5.0
9
<0.1%
6.0
8
<0.1%
8.0
3
<0.1%
7.0
2
<0.1%
9.0
2
<0.1%
14.0
2
<0.1%
11.0
1
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
29,100
18.9%
1.0
120,199
78.0%
2.0
4,522
2.9%
3.0
305
0.2%
4.0
45
<0.1%
5.0
9
<0.1%
6.0
8
<0.1%
7.0
2
<0.1%
8.0
3
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
14.0
2
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
14.0
2
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
8.0
3
<0.1%
7.0
2
<0.1%
6.0
8
<0.1%
5.0
9
<0.1%
4.0
45
<0.1%
3.0
305
0.2%
2.0
4,522
2.9%
1.0
120,199
78.0%
0.0
29,100
18.9%
V21
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
134,422
87%
2,841
2%
1.0
19,645
13%
2,252
11%
2.0
114
<1%
15
13%
3.0
19
<1%
3
16%
ALL
154,200
100%
6,341
4%
V22
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
134,414
87%
2,840
2%
1.0
19,486
13%
2,234
11%
2.0
197
<1%
18
9%
3.0
54
<1%
16
30%
7.0
27
<1%
0
0%
4.0
16
<1%
2
12%
5.0
4
<1%
0
0%
6.0
2
<1%
1
50%
ALL
154,200
100%
6,341
4%
V23
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
1.0
149,415
96.9%
2.0
4,030
2.6%
3.0
359
0.2%
0.0
177
0.1%
4.0
106
<0.1%
5.0
54
<0.1%
6.0
20
<0.1%
7.0
14
<0.1%
8.0
13
<0.1%
9.0
7
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
177
0.1%
1.0
149,415
96.9%
2.0
4,030
2.6%
3.0
359
0.2%
4.0
106
<0.1%
5.0
54
<0.1%
6.0
20
<0.1%
7.0
14
<0.1%
8.0
13
<0.1%
9.0
7
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
7
<0.1%
8.0
13
<0.1%
7.0
14
<0.1%
6.0
20
<0.1%
5.0
54
<0.1%
4.0
106
<0.1%
3.0
359
0.2%
2.0
4,030
2.6%
1.0
149,415
96.9%
0.0
177
0.1%
V24
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
1.0
146,312
94.9%
2.0
6,779
4.4%
3.0
648
0.4%
0.0
171
0.1%
4.0
139
<0.1%
5.0
70
<0.1%
6.0
26
<0.1%
7.0
24
<0.1%
8.0
15
<0.1%
9.0
8
<0.1%
10.0
4
<0.1%
11.0
3
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
171
0.1%
1.0
146,312
94.9%
2.0
6,779
4.4%
3.0
648
0.4%
4.0
139
<0.1%
5.0
70
<0.1%
6.0
26
<0.1%
7.0
24
<0.1%
8.0
15
<0.1%
9.0
8
<0.1%
10.0
4
<0.1%
11.0
3
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
3
<0.1%
10.0
4
<0.1%
9.0
8
<0.1%
8.0
15
<0.1%
7.0
24
<0.1%
6.0
26
<0.1%
5.0
70
<0.1%
4.0
139
<0.1%
3.0
648
0.4%
2.0
6,779
4.4%
1.0
146,312
94.9%
0.0
171
0.1%
V25
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
1.0
148,942
97%
4,865
3%
0.0
4,395
3%
169
4%
2.0
797
<1%
64
8%
3.0
61
<1%
12
20%
4.0
4
<1%
1
25%
7.0
1
<1%
0
0%
ALL
154,200
100%
6,341
4%
V26
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
1.0
148,319
96.2%
0.0
3,965
2.6%
2.0
1,800
1.2%
3.0
76
<0.1%
4.0
17
<0.1%
5.0
9
<0.1%
8.0
5
<0.1%
7.0
3
<0.1%
9.0
2
<0.1%
6.0
2
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
3,965
2.6%
1.0
148,319
96.2%
2.0
1,800
1.2%
3.0
76
<0.1%
4.0
17
<0.1%
5.0
9
<0.1%
6.0
2
<0.1%
7.0
3
<0.1%
8.0
5
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
8.0
5
<0.1%
7.0
3
<0.1%
6.0
2
<0.1%
5.0
9
<0.1%
4.0
17
<0.1%
3.0
76
<0.1%
2.0
1,800
1.2%
1.0
148,319
96.2%
0.0
3,965
2.6%
V27
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
154,089
>99%
5,111
3%
1.0
108
<1%
0
0%
2.0
3
<1%
0
0%
ALL
154,200
100%
6,341
4%
V28
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
154,087
>99%
5,111
3%
1.0
103
<1%
0
0%
2.0
10
<1%
0
0%
ALL
154,200
100%
6,341
4%
V29
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
95,977
62%
4,704
5%
1.0
56,736
37%
386
<1%
2.0
1,363
<1%
17
1%
3.0
102
<1%
1
<1%
4.0
20
<1%
3
15%
5.0
2
<1%
0
0%
ALL
154,200
100%
6,341
4%
V30
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
95,509
62%
4,688
5%
1.0
55,301
36%
374
<1%
2.0
2,917
2%
41
1%
3.0
327
<1%
5
2%
4.0
84
<1%
2
2%
5.0
57
<1%
1
2%
9.0
3
<1%
0
0%
6.0
2
<1%
0
0%
ALL
154,200
100%
6,341
4%
V31
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
132,887
86%
2,768
2%
1.0
21,091
14%
2,312
11%
2.0
147
<1%
24
16%
3.0
55
<1%
6
11%
4.0
13
<1%
1
8%
7.0
5
<1%
0
0%
5.0
2
<1%
0
0%
ALL
154,200
100%
6,341
4%
V32
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
0.0
132,877
86.2%
1.0
20,972
13.6%
2.0
238
0.2%
3.0
63
<0.1%
4.0
21
<0.1%
5.0
17
<0.1%
6.0
3
<0.1%
7.0
2
<0.1%
9.0
2
<0.1%
14.0
2
<0.1%
11.0
1
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
132,877
86.2%
1.0
20,972
13.6%
2.0
238
0.2%
3.0
63
<0.1%
4.0
21
<0.1%
5.0
17
<0.1%
6.0
3
<0.1%
7.0
2
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
14.0
2
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
14.0
2
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
7.0
2
<0.1%
6.0
3
<0.1%
5.0
17
<0.1%
4.0
21
<0.1%
3.0
63
<0.1%
2.0
238
0.2%
1.0
20,972
13.6%
0.0
132,877
86.2%
V33
MISSING:
22,962
(13%)
TOP CATEGORIES
isFraud
0.0
134,256
87%
2,694
2%
1.0
19,806
13%
2,376
12%
2.0
104
<1%
30
29%
3.0
30
<1%
10
33%
4.0
3
<1%
1
33%
7.0
1
<1%
0
0%
ALL
154,200
100%
6,341
4%
V34
MISSING:
22,962
(13%)
MOST FREQUENT VALUES
0.0
133,152
86.4%
1.0
20,832
13.5%
2.0
148
<0.1%
3.0
36
<0.1%
4.0
13
<0.1%
5.0
8
<0.1%
7.0
3
<0.1%
9.0
2
<0.1%
8.0
2
<0.1%
6.0
2
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
133,152
86.4%
1.0
20,832
13.5%
2.0
148
<0.1%
3.0
36
<0.1%
4.0
13
<0.1%
5.0
8
<0.1%
6.0
2
<0.1%
7.0
3
<0.1%
8.0
2
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
10.0
1
<0.1%
9.0
2
<0.1%
8.0
2
<0.1%
7.0
3
<0.1%
6.0
2
<0.1%
5.0
8
<0.1%
4.0
13
<0.1%
3.0
36
<0.1%
2.0
148
<0.1%
1.0
20,832
13.5%
0.0
133,152
86.4%
V35
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
1.0
66,283
53%
1,347
2%
0.0
58,763
47%
3,036
5%
2.0
1,079
<1%
41
4%
3.0
23
<1%
0
0%
ALL
126,148
100%
6,341
4%
V36
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
1.0
67,694
54%
1,345
2%
0.0
55,793
44%
2,942
5%
2.0
2,517
2%
120
5%
3.0
143
<1%
17
12%
5.0
1
<1%
0
0%
ALL
126,148
100%
6,341
4%
V37
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
1.0
118,297
93.8%
2.0
5,490
4.4%
3.0
1,115
0.9%
4.0
434
0.3%
5.0
249
0.2%
6.0
136
0.1%
0.0
107
<0.1%
7.0
94
<0.1%
8.0
58
<0.1%
9.0
54
<0.1%
10.0
29
<0.1%
11.0
17
<0.1%
13.0
12
<0.1%
12.0
9
<0.1%
14.0
8
<0.1%
SMALLEST VALUES
0.0
107
<0.1%
1.0
118,297
93.8%
2.0
5,490
4.4%
3.0
1,115
0.9%
4.0
434
0.3%
5.0
249
0.2%
6.0
136
0.1%
7.0
94
<0.1%
8.0
58
<0.1%
9.0
54
<0.1%
10.0
29
<0.1%
11.0
17
<0.1%
12.0
9
<0.1%
13.0
12
<0.1%
14.0
8
<0.1%
LARGEST VALUES
53.0
1
<0.1%
47.0
1
<0.1%
46.0
1
<0.1%
44.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
30.0
1
<0.1%
29.0
1
<0.1%
26.0
1
<0.1%
V38
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
1.0
114,341
90.6%
2.0
8,338
6.6%
3.0
1,685
1.3%
4.0
681
0.5%
5.0
349
0.3%
6.0
184
0.1%
7.0
127
0.1%
0.0
107
<0.1%
8.0
81
<0.1%
9.0
47
<0.1%
10.0
43
<0.1%
11.0
38
<0.1%
12.0
27
<0.1%
14.0
15
<0.1%
13.0
12
<0.1%
SMALLEST VALUES
0.0
107
<0.1%
1.0
114,341
90.6%
2.0
8,338
6.6%
3.0
1,685
1.3%
4.0
681
0.5%
5.0
349
0.3%
6.0
184
0.1%
7.0
127
0.1%
8.0
81
<0.1%
9.0
47
<0.1%
10.0
43
<0.1%
11.0
38
<0.1%
12.0
27
<0.1%
13.0
12
<0.1%
14.0
15
<0.1%
LARGEST VALUES
53.0
1
<0.1%
47.0
1
<0.1%
46.0
1
<0.1%
44.0
1
<0.1%
42.0
1
<0.1%
41.0
2
<0.1%
40.0
1
<0.1%
39.0
2
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
36.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
30.0
2
<0.1%
29.0
3
<0.1%
V39
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
0.0
107,207
85.0%
1.0
17,864
14.2%
2.0
751
0.6%
3.0
158
0.1%
4.0
69
<0.1%
5.0
33
<0.1%
6.0
28
<0.1%
8.0
13
<0.1%
7.0
10
<0.1%
9.0
6
<0.1%
14.0
4
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
SMALLEST VALUES
0.0
107,207
85.0%
1.0
17,864
14.2%
2.0
751
0.6%
3.0
158
0.1%
4.0
69
<0.1%
5.0
33
<0.1%
6.0
28
<0.1%
7.0
10
<0.1%
8.0
13
<0.1%
9.0
6
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
14.0
4
<0.1%
LARGEST VALUES
14.0
4
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
9.0
6
<0.1%
8.0
13
<0.1%
7.0
10
<0.1%
6.0
28
<0.1%
5.0
33
<0.1%
4.0
69
<0.1%
3.0
158
0.1%
2.0
751
0.6%
1.0
17,864
14.2%
0.0
107,207
85.0%
V40
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
0.0
107,155
84.9%
1.0
17,129
13.6%
2.0
1,272
1.0%
3.0
307
0.2%
4.0
107
<0.1%
5.0
60
<0.1%
6.0
52
<0.1%
7.0
25
<0.1%
8.0
18
<0.1%
9.0
8
<0.1%
10.0
6
<0.1%
14.0
5
<0.1%
11.0
2
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
SMALLEST VALUES
0.0
107,155
84.9%
1.0
17,129
13.6%
2.0
1,272
1.0%
3.0
307
0.2%
4.0
107
<0.1%
5.0
60
<0.1%
6.0
52
<0.1%
7.0
25
<0.1%
8.0
18
<0.1%
9.0
8
<0.1%
10.0
6
<0.1%
11.0
2
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
14.0
5
<0.1%
LARGEST VALUES
14.0
5
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
11.0
2
<0.1%
10.0
6
<0.1%
9.0
8
<0.1%
8.0
18
<0.1%
7.0
25
<0.1%
6.0
52
<0.1%
5.0
60
<0.1%
4.0
107
<0.1%
3.0
307
0.2%
2.0
1,272
1.0%
1.0
17,129
13.6%
0.0
107,155
84.9%
V41
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
1.0
126,045
>99%
4,423
4%
0.0
103
<1%
1
<1%
ALL
126,148
100%
6,341
4%
V42
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
107,334
85%
2,189
2%
1.0
18,106
14%
2,040
11%
2.0
627
<1%
177
28%
3.0
75
<1%
17
23%
4.0
3
<1%
1
33%
7.0
1
<1%
0
0%
8.0
1
<1%
0
0%
6.0
1
<1%
0
0%
ALL
126,148
100%
6,341
4%
V43
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
107,275
85%
2,182
2%
1.0
16,943
13%
1,807
11%
2.0
1,572
1%
321
20%
3.0
291
<1%
85
29%
4.0
44
<1%
25
57%
5.0
17
<1%
1
6%
6.0
3
<1%
2
67%
7.0
2
<1%
1
50%
8.0
1
<1%
0
0%
ALL
126,148
100%
6,341
4%
V44
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
1.0
118,969
94.3%
2.0
5,815
4.6%
3.0
679
0.5%
4.0
183
0.1%
0.0
144
0.1%
5.0
102
<0.1%
6.0
57
<0.1%
7.0
43
<0.1%
9.0
28
<0.1%
8.0
25
<0.1%
11.0
14
<0.1%
15.0
10
<0.1%
13.0
10
<0.1%
12.0
9
<0.1%
10.0
8
<0.1%
SMALLEST VALUES
0.0
144
0.1%
1.0
118,969
94.3%
2.0
5,815
4.6%
3.0
679
0.5%
4.0
183
0.1%
5.0
102
<0.1%
6.0
57
<0.1%
7.0
43
<0.1%
8.0
25
<0.1%
9.0
28
<0.1%
10.0
8
<0.1%
11.0
14
<0.1%
12.0
9
<0.1%
13.0
10
<0.1%
14.0
7
<0.1%
LARGEST VALUES
47.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
36.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
4
<0.1%
32.0
3
<0.1%
31.0
1
<0.1%
30.0
1
<0.1%
27.0
3
<0.1%
V45
MISSING:
51,014
(29%)
MOST FREQUENT VALUES
1.0
115,733
91.7%
2.0
8,453
6.7%
3.0
1,034
0.8%
4.0
282
0.2%
5.0
145
0.1%
0.0
135
0.1%
6.0
78
<0.1%
7.0
69
<0.1%
9.0
40
<0.1%
8.0
39
<0.1%
11.0
20
<0.1%
12.0
14
<0.1%
10.0
14
<0.1%
20.0
12
<0.1%
14.0
11
<0.1%
SMALLEST VALUES
0.0
135
0.1%
1.0
115,733
91.7%
2.0
8,453
6.7%
3.0
1,034
0.8%
4.0
282
0.2%
5.0
145
0.1%
6.0
78
<0.1%
7.0
69
<0.1%
8.0
39
<0.1%
9.0
40
<0.1%
10.0
14
<0.1%
11.0
20
<0.1%
12.0
14
<0.1%
13.0
7
<0.1%
14.0
11
<0.1%
LARGEST VALUES
47.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
2
<0.1%
36.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
3
<0.1%
32.0
3
<0.1%
31.0
1
<0.1%
30.0
1
<0.1%
28.0
1
<0.1%
V46
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
1.0
123,314
98%
3,982
3%
2.0
2,521
2%
322
13%
3.0
162
<1%
93
57%
0.0
116
<1%
1
<1%
4.0
32
<1%
23
72%
5.0
3
<1%
3
100%
ALL
126,148
100%
6,341
4%
V47
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
1.0
121,614
96%
3,718
3%
2.0
4,004
3%
480
12%
3.0
324
<1%
160
49%
0.0
115
<1%
1
<1%
4.0
52
<1%
33
63%
6.0
18
<1%
14
78%
5.0
16
<1%
13
81%
12.0
5
<1%
5
100%
ALL
126,148
100%
6,341
4%
V48
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
78,960
63%
4,141
5%
1.0
45,984
36%
267
<1%
2.0
1,110
<1%
13
1%
3.0
87
<1%
1
1%
4.0
5
<1%
2
40%
5.0
2
<1%
0
0%
ALL
126,148
100%
6,341
4%
V49
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
78,780
62%
4,137
5%
1.0
44,790
36%
243
<1%
2.0
2,292
2%
40
2%
3.0
205
<1%
2
<1%
4.0
53
<1%
1
2%
5.0
28
<1%
1
4%
ALL
126,148
100%
6,341
4%
V50
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
105,535
84%
2,075
2%
1.0
20,544
16%
2,348
11%
2.0
50
<1%
0
0%
3.0
15
<1%
1
7%
4.0
2
<1%
0
0%
5.0
2
<1%
0
0%
ALL
126,148
100%
6,341
4%
V51
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
105,808
84%
2,001
2%
1.0
19,365
15%
2,052
11%
2.0
825
<1%
263
32%
3.0
127
<1%
93
73%
4.0
20
<1%
12
60%
5.0
3
<1%
3
100%
ALL
126,148
100%
6,341
4%
V52
MISSING:
51,014
(29%)
TOP CATEGORIES
isFraud
0.0
105,161
83%
1,965
2%
1.0
19,395
15%
1,898
10%
2.0
1,299
1%
358
28%
3.0
222
<1%
149
67%
4.0
44
<1%
33
75%
5.0
14
<1%
12
86%
6.0
8
<1%
4
50%
12.0
5
<1%
5
100%
ALL
126,148
100%
6,341
4%
V53
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
86,208
56%
1,786
2%
0.0
66,418
43%
2,954
4%
2.0
1,196
<1%
181
15%
3.0
45
<1%
0
0%
4.0
5
<1%
0
0%
5.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V54
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
88,476
57%
1,793
2%
0.0
62,096
40%
2,808
5%
2.0
3,097
2%
278
9%
3.0
171
<1%
36
21%
4.0
28
<1%
2
7%
5.0
5
<1%
3
60%
6.0
1
<1%
1
100%
ALL
153,874
100%
6,341
4%
V55
MISSING:
23,288
(13%)
MOST FREQUENT VALUES
1.0
146,552
95.2%
2.0
5,610
3.6%
3.0
912
0.6%
4.0
353
0.2%
5.0
177
0.1%
6.0
88
<0.1%
0.0
59
<0.1%
7.0
49
<0.1%
8.0
32
<0.1%
9.0
15
<0.1%
11.0
10
<0.1%
10.0
8
<0.1%
13.0
3
<0.1%
12.0
2
<0.1%
14.0
2
<0.1%
SMALLEST VALUES
0.0
59
<0.1%
1.0
146,552
95.2%
2.0
5,610
3.6%
3.0
912
0.6%
4.0
353
0.2%
5.0
177
0.1%
6.0
88
<0.1%
7.0
49
<0.1%
8.0
32
<0.1%
9.0
15
<0.1%
10.0
8
<0.1%
11.0
10
<0.1%
12.0
2
<0.1%
13.0
3
<0.1%
14.0
2
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
1
<0.1%
14.0
2
<0.1%
13.0
3
<0.1%
12.0
2
<0.1%
11.0
10
<0.1%
10.0
8
<0.1%
9.0
15
<0.1%
8.0
32
<0.1%
7.0
49
<0.1%
6.0
88
<0.1%
5.0
177
0.1%
4.0
353
0.2%
3.0
912
0.6%
2.0
5,610
3.6%
V56
MISSING:
23,288
(13%)
MOST FREQUENT VALUES
1.0
141,605
92.0%
2.0
9,261
6.0%
3.0
1,697
1.1%
4.0
556
0.4%
5.0
306
0.2%
6.0
104
<0.1%
7.0
84
<0.1%
0.0
59
<0.1%
8.0
51
<0.1%
9.0
43
<0.1%
10.0
27
<0.1%
11.0
16
<0.1%
12.0
15
<0.1%
22.0
11
<0.1%
14.0
6
<0.1%
SMALLEST VALUES
0.0
59
<0.1%
1.0
141,605
92.0%
2.0
9,261
6.0%
3.0
1,697
1.1%
4.0
556
0.4%
5.0
306
0.2%
6.0
104
<0.1%
7.0
84
<0.1%
8.0
51
<0.1%
9.0
43
<0.1%
10.0
27
<0.1%
11.0
16
<0.1%
12.0
15
<0.1%
13.0
5
<0.1%
14.0
6
<0.1%
LARGEST VALUES
46.0
3
<0.1%
44.0
1
<0.1%
42.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
35.0
1
<0.1%
32.0
1
<0.1%
30.0
1
<0.1%
29.0
2
<0.1%
24.0
6
<0.1%
23.0
2
<0.1%
22.0
11
<0.1%
20.0
3
<0.1%
19.0
1
<0.1%
16.0
1
<0.1%
V57
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
134,885
88%
2,821
2%
1.0
18,374
12%
1,925
10%
2.0
544
<1%
153
28%
3.0
62
<1%
18
29%
4.0
6
<1%
3
50%
5.0
2
<1%
1
50%
6.0
1
<1%
0
0%
ALL
153,874
100%
6,341
4%
V58
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
134,822
88%
2,812
2%
1.0
18,044
12%
1,798
10%
2.0
848
<1%
257
30%
3.0
96
<1%
40
42%
4.0
31
<1%
10
32%
7.0
16
<1%
1
6%
5.0
10
<1%
3
30%
9.0
3
<1%
0
0%
8.0
2
<1%
0
0%
6.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V59
MISSING:
23,288
(13%)
MOST FREQUENT VALUES
0.0
134,572
87.5%
1.0
18,420
12.0%
2.0
699
0.5%
3.0
115
<0.1%
4.0
31
<0.1%
5.0
18
<0.1%
6.0
7
<0.1%
8.0
4
<0.1%
9.0
3
<0.1%
7.0
3
<0.1%
12.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
134,572
87.5%
1.0
18,420
12.0%
2.0
699
0.5%
3.0
115
<0.1%
4.0
31
<0.1%
5.0
18
<0.1%
6.0
7
<0.1%
7.0
3
<0.1%
8.0
4
<0.1%
9.0
3
<0.1%
10.0
1
<0.1%
12.0
1
<0.1%
LARGEST VALUES
12.0
1
<0.1%
10.0
1
<0.1%
9.0
3
<0.1%
8.0
4
<0.1%
7.0
3
<0.1%
6.0
7
<0.1%
5.0
18
<0.1%
4.0
31
<0.1%
3.0
115
<0.1%
2.0
699
0.5%
1.0
18,420
12.0%
0.0
134,572
87.5%
V60
MISSING:
23,288
(13%)
MOST FREQUENT VALUES
0.0
134,487
87.4%
1.0
17,703
11.5%
2.0
1,252
0.8%
3.0
265
0.2%
4.0
88
<0.1%
5.0
39
<0.1%
6.0
18
<0.1%
7.0
8
<0.1%
8.0
7
<0.1%
9.0
5
<0.1%
12.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
134,487
87.4%
1.0
17,703
11.5%
2.0
1,252
0.8%
3.0
265
0.2%
4.0
88
<0.1%
5.0
39
<0.1%
6.0
18
<0.1%
7.0
8
<0.1%
8.0
7
<0.1%
9.0
5
<0.1%
10.0
1
<0.1%
12.0
1
<0.1%
LARGEST VALUES
12.0
1
<0.1%
10.0
1
<0.1%
9.0
5
<0.1%
8.0
7
<0.1%
7.0
8
<0.1%
6.0
18
<0.1%
5.0
39
<0.1%
4.0
88
<0.1%
3.0
265
0.2%
2.0
1,252
0.8%
1.0
17,703
11.5%
0.0
134,487
87.4%
V61
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
120,779
78%
3,834
3%
0.0
29,940
19%
702
2%
2.0
2,930
2%
344
12%
3.0
198
<1%
36
18%
5.0
16
<1%
1
6%
4.0
10
<1%
4
40%
6.0
1
<1%
0
0%
ALL
153,874
100%
6,341
4%
V62
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
119,007
77%
3,622
3%
0.0
28,238
18%
616
2%
2.0
5,931
4%
515
9%
3.0
538
<1%
116
22%
4.0
87
<1%
30
34%
6.0
26
<1%
9
35%
7.0
22
<1%
7
32%
5.0
20
<1%
6
30%
9.0
3
<1%
0
0%
8.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V63
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
134,662
88%
2,882
2%
1.0
18,502
12%
1,897
10%
2.0
620
<1%
123
20%
3.0
72
<1%
15
21%
4.0
8
<1%
4
50%
5.0
6
<1%
0
0%
7.0
2
<1%
0
0%
6.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V64
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
134,567
87%
2,865
2%
1.0
17,379
11%
1,748
10%
2.0
1,566
1%
234
15%
3.0
266
<1%
58
22%
6.0
41
<1%
1
2%
4.0
33
<1%
10
30%
5.0
19
<1%
4
21%
7.0
3
<1%
1
33%
ALL
153,874
100%
6,341
4%
V65
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
153,816
>99%
4,921
3%
0.0
58
<1%
0
0%
ALL
153,874
100%
6,341
4%
V66
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
147,048
96%
4,412
3%
0.0
4,971
3%
205
4%
2.0
1,767
1%
276
16%
3.0
69
<1%
22
32%
4.0
18
<1%
6
33%
7.0
1
<1%
0
0%
ALL
153,874
100%
6,341
4%
V67
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
1.0
145,760
95%
4,180
3%
0.0
4,405
3%
179
4%
2.0
3,416
2%
469
14%
3.0
251
<1%
72
29%
4.0
36
<1%
17
47%
5.0
3
<1%
2
67%
7.0
2
<1%
1
50%
8.0
1
<1%
1
100%
ALL
153,874
100%
6,341
4%
V68
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
153,796
>99%
4,921
3%
1.0
76
<1%
0
0%
2.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V69
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
95,553
62%
4,522
5%
1.0
56,653
37%
369
<1%
2.0
1,506
<1%
26
2%
3.0
141
<1%
1
<1%
4.0
19
<1%
1
5%
5.0
2
<1%
2
100%
ALL
153,874
100%
6,341
4%
V70
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
95,142
62%
4,518
5%
1.0
55,225
36%
353
<1%
2.0
2,982
2%
42
1%
3.0
388
<1%
5
1%
4.0
79
<1%
1
1%
5.0
57
<1%
1
2%
6.0
1
<1%
1
100%
ALL
153,874
100%
6,341
4%
V71
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
133,122
87%
2,808
2%
1.0
20,069
13%
1,938
10%
2.0
576
<1%
153
27%
3.0
95
<1%
18
19%
4.0
9
<1%
3
33%
5.0
2
<1%
1
50%
6.0
1
<1%
0
0%
ALL
153,874
100%
6,341
4%
V72
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
133,058
86%
2,799
2%
1.0
19,717
13%
1,811
9%
2.0
891
<1%
257
29%
3.0
126
<1%
40
32%
4.0
40
<1%
10
25%
5.0
19
<1%
3
16%
7.0
16
<1%
1
6%
9.0
3
<1%
0
0%
8.0
2
<1%
0
0%
6.0
2
<1%
0
0%
ALL
153,874
100%
6,341
4%
V73
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
133,323
87%
2,681
2%
1.0
19,719
13%
2,024
10%
2.0
757
<1%
189
25%
3.0
57
<1%
21
37%
4.0
17
<1%
6
35%
7.0
1
<1%
0
0%
ALL
153,874
100%
6,341
4%
V74
MISSING:
23,288
(13%)
TOP CATEGORIES
isFraud
0.0
132,207
86%
2,585
2%
1.0
20,251
13%
1,964
10%
2.0
1,222
<1%
294
24%
3.0
159
<1%
60
38%
4.0
29
<1%
14
48%
5.0
3
<1%
2
67%
7.0
2
<1%
1
50%
8.0
1
<1%
1
100%
ALL
153,874
100%
6,341
4%
V75
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
1.0
79,325
53%
1,678
2%
0.0
69,828
46%
3,188
5%
2.0
1,119
<1%
127
11%
3.0
36
<1%
4
11%
4.0
1
<1%
0
0%
ALL
150,309
100%
6,341
4%
V76
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
1.0
81,869
54%
1,719
2%
0.0
65,367
43%
3,055
5%
2.0
2,881
2%
181
6%
3.0
179
<1%
38
21%
4.0
10
<1%
2
20%
5.0
3
<1%
2
67%
ALL
150,309
100%
6,341
4%
V77
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
1.0
142,246
94.6%
2.0
5,636
3.7%
3.0
1,094
0.7%
4.0
490
0.3%
5.0
239
0.2%
0.0
189
0.1%
6.0
123
<0.1%
7.0
96
<0.1%
8.0
48
<0.1%
9.0
44
<0.1%
11.0
28
<0.1%
10.0
26
<0.1%
12.0
14
<0.1%
13.0
9
<0.1%
16.0
6
<0.1%
SMALLEST VALUES
0.0
189
0.1%
1.0
142,246
94.6%
2.0
5,636
3.7%
3.0
1,094
0.7%
4.0
490
0.3%
5.0
239
0.2%
6.0
123
<0.1%
7.0
96
<0.1%
8.0
48
<0.1%
9.0
44
<0.1%
10.0
26
<0.1%
11.0
28
<0.1%
12.0
14
<0.1%
13.0
9
<0.1%
14.0
6
<0.1%
LARGEST VALUES
29.0
1
<0.1%
28.0
1
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
20.0
2
<0.1%
18.0
3
<0.1%
17.0
3
<0.1%
16.0
6
<0.1%
15.0
3
<0.1%
14.0
6
<0.1%
13.0
9
<0.1%
12.0
14
<0.1%
11.0
28
<0.1%
10.0
26
<0.1%
9.0
44
<0.1%
V78
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
1.0
137,215
91.3%
2.0
9,398
6.3%
3.0
1,828
1.2%
4.0
684
0.5%
5.0
351
0.2%
6.0
199
0.1%
0.0
189
0.1%
7.0
111
<0.1%
8.0
65
<0.1%
10.0
41
<0.1%
9.0
41
<0.1%
22.0
38
<0.1%
12.0
29
<0.1%
11.0
27
<0.1%
20.0
13
<0.1%
SMALLEST VALUES
0.0
189
0.1%
1.0
137,215
91.3%
2.0
9,398
6.3%
3.0
1,828
1.2%
4.0
684
0.5%
5.0
351
0.2%
6.0
199
0.1%
7.0
111
<0.1%
8.0
65
<0.1%
9.0
41
<0.1%
10.0
41
<0.1%
11.0
27
<0.1%
12.0
29
<0.1%
13.0
13
<0.1%
14.0
10
<0.1%
LARGEST VALUES
31.0
1
<0.1%
30.0
1
<0.1%
29.0
3
<0.1%
28.0
2
<0.1%
25.0
8
<0.1%
24.0
3
<0.1%
23.0
5
<0.1%
22.0
38
<0.1%
21.0
2
<0.1%
20.0
13
<0.1%
19.0
1
<0.1%
18.0
5
<0.1%
17.0
11
<0.1%
16.0
9
<0.1%
15.0
6
<0.1%
V79
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
130,994
87%
2,635
2%
1.0
18,453
12%
2,077
11%
2.0
662
<1%
212
32%
3.0
132
<1%
59
45%
7.0
32
<1%
0
0%
4.0
27
<1%
13
48%
5.0
7
<1%
0
0%
6.0
2
<1%
1
50%
ALL
150,309
100%
6,341
4%
V80
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
0.0
130,386
86.7%
1.0
18,918
12.6%
2.0
717
0.5%
3.0
147
<0.1%
4.0
64
<0.1%
5.0
34
<0.1%
7.0
14
<0.1%
6.0
13
<0.1%
8.0
8
<0.1%
9.0
2
<0.1%
14.0
2
<0.1%
10.0
2
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
SMALLEST VALUES
0.0
130,386
86.7%
1.0
18,918
12.6%
2.0
717
0.5%
3.0
147
<0.1%
4.0
64
<0.1%
5.0
34
<0.1%
6.0
13
<0.1%
7.0
14
<0.1%
8.0
8
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
14.0
2
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
1
<0.1%
14.0
2
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
8.0
8
<0.1%
7.0
14
<0.1%
6.0
13
<0.1%
5.0
34
<0.1%
4.0
64
<0.1%
3.0
147
<0.1%
2.0
717
0.5%
1.0
18,918
12.6%
0.0
130,386
86.7%
V81
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
0.0
130,358
86.7%
1.0
18,139
12.1%
2.0
1,268
0.8%
3.0
274
0.2%
4.0
138
<0.1%
5.0
60
<0.1%
6.0
28
<0.1%
7.0
21
<0.1%
8.0
9
<0.1%
9.0
5
<0.1%
14.0
2
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
130,358
86.7%
1.0
18,139
12.1%
2.0
1,268
0.8%
3.0
274
0.2%
4.0
138
<0.1%
5.0
60
<0.1%
6.0
28
<0.1%
7.0
21
<0.1%
8.0
9
<0.1%
9.0
5
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
14.0
2
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
1
<0.1%
14.0
2
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
9.0
5
<0.1%
8.0
9
<0.1%
7.0
21
<0.1%
6.0
28
<0.1%
5.0
60
<0.1%
4.0
138
<0.1%
3.0
274
0.2%
2.0
1,268
0.8%
V82
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
1.0
120,568
80%
4,021
3%
0.0
26,735
18%
615
2%
2.0
2,799
2%
315
11%
3.0
182
<1%
39
21%
4.0
21
<1%
6
29%
5.0
3
<1%
0
0%
6.0
1
<1%
1
100%
ALL
150,309
100%
6,341
4%
V83
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
1.0
118,678
79%
3,868
3%
0.0
25,210
17%
518
2%
2.0
5,738
4%
455
8%
3.0
521
<1%
111
21%
4.0
99
<1%
37
37%
7.0
32
<1%
0
0%
5.0
26
<1%
5
19%
6.0
5
<1%
3
60%
ALL
150,309
100%
6,341
4%
V84
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
130,543
87%
2,729
2%
1.0
19,063
13%
2,144
11%
2.0
629
<1%
110
17%
3.0
61
<1%
9
15%
4.0
8
<1%
5
62%
7.0
3
<1%
0
0%
5.0
1
<1%
0
0%
6.0
1
<1%
0
0%
ALL
150,309
100%
6,341
4%
V85
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
130,489
87%
2,719
2%
1.0
17,804
12%
1,965
11%
2.0
1,593
1%
214
13%
3.0
304
<1%
62
20%
4.0
67
<1%
31
46%
6.0
34
<1%
1
3%
5.0
14
<1%
4
29%
7.0
4
<1%
1
25%
ALL
150,309
100%
6,341
4%
V86
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
1.0
143,043
95.2%
2.0
5,766
3.8%
3.0
724
0.5%
0.0
243
0.2%
4.0
223
0.1%
5.0
95
<0.1%
6.0
65
<0.1%
7.0
45
<0.1%
9.0
29
<0.1%
8.0
24
<0.1%
10.0
10
<0.1%
11.0
9
<0.1%
12.0
8
<0.1%
14.0
6
<0.1%
13.0
4
<0.1%
SMALLEST VALUES
0.0
243
0.2%
1.0
143,043
95.2%
2.0
5,766
3.8%
3.0
724
0.5%
4.0
223
0.1%
5.0
95
<0.1%
6.0
65
<0.1%
7.0
45
<0.1%
8.0
24
<0.1%
9.0
29
<0.1%
10.0
10
<0.1%
11.0
9
<0.1%
12.0
8
<0.1%
13.0
4
<0.1%
14.0
6
<0.1%
LARGEST VALUES
29.0
1
<0.1%
28.0
1
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
20.0
1
<0.1%
19.0
1
<0.1%
18.0
2
<0.1%
17.0
3
<0.1%
16.0
2
<0.1%
15.0
2
<0.1%
14.0
6
<0.1%
13.0
4
<0.1%
12.0
8
<0.1%
11.0
9
<0.1%
10.0
10
<0.1%
V87
MISSING:
26,853
(15%)
MOST FREQUENT VALUES
1.0
139,040
92.5%
2.0
9,193
6.1%
3.0
1,125
0.7%
4.0
314
0.2%
0.0
234
0.2%
5.0
136
<0.1%
7.0
55
<0.1%
6.0
46
<0.1%
8.0
42
<0.1%
9.0
28
<0.1%
10.0
23
<0.1%
11.0
20
<0.1%
19.0
9
<0.1%
12.0
9
<0.1%
13.0
6
<0.1%
SMALLEST VALUES
0.0
234
0.2%
1.0
139,040
92.5%
2.0
9,193
6.1%
3.0
1,125
0.7%
4.0
314
0.2%
5.0
136
<0.1%
6.0
46
<0.1%
7.0
55
<0.1%
8.0
42
<0.1%
9.0
28
<0.1%
10.0
23
<0.1%
11.0
20
<0.1%
12.0
9
<0.1%
13.0
6
<0.1%
14.0
6
<0.1%
LARGEST VALUES
29.0
1
<0.1%
28.0
1
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
22.0
3
<0.1%
21.0
1
<0.1%
20.0
1
<0.1%
19.0
9
<0.1%
18.0
2
<0.1%
17.0
3
<0.1%
16.0
4
<0.1%
15.0
5
<0.1%
14.0
6
<0.1%
13.0
6
<0.1%
12.0
9
<0.1%
V88
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
1.0
150,180
>99%
4,995
3%
0.0
129
<1%
2
2%
ALL
150,309
100%
6,341
4%
V89
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
150,189
>99%
4,997
3%
1.0
110
<1%
0
0%
2.0
10
<1%
0
0%
ALL
150,309
100%
6,341
4%
V90
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
91,560
61%
4,592
5%
1.0
57,130
38%
375
<1%
2.0
1,480
<1%
26
2%
3.0
118
<1%
1
<1%
4.0
17
<1%
1
6%
5.0
4
<1%
2
50%
ALL
150,309
100%
6,341
4%
V91
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
91,341
61%
4,589
5%
1.0
55,330
37%
356
<1%
2.0
3,144
2%
45
1%
3.0
328
<1%
4
1%
4.0
88
<1%
1
1%
5.0
75
<1%
1
1%
6.0
3
<1%
1
33%
ALL
150,309
100%
6,341
4%
V92
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
128,590
86%
2,578
2%
1.0
21,055
14%
2,230
11%
2.0
533
<1%
152
29%
3.0
106
<1%
30
28%
4.0
21
<1%
6
29%
5.0
3
<1%
0
0%
6.0
1
<1%
1
100%
ALL
150,309
100%
6,341
4%
V93
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
128,589
86%
2,578
2%
1.0
20,656
14%
2,122
10%
2.0
813
<1%
222
27%
3.0
171
<1%
61
36%
7.0
32
<1%
0
0%
4.0
29
<1%
13
45%
5.0
17
<1%
0
0%
6.0
2
<1%
1
50%
ALL
150,309
100%
6,341
4%
V94
MISSING:
26,853
(15%)
TOP CATEGORIES
isFraud
0.0
129,745
86%
2,498
2%
1.0
20,562
14%
2,499
12%
2.0
2
<1%
0
0%
ALL
150,309
100%
6,341
4%
V95
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
153,075
86.5%
1.0
15,771
8.9%
2.0
4,330
2.4%
3.0
1,735
1.0%
4.0
772
0.4%
5.0
401
0.2%
6.0
206
0.1%
7.0
128
<0.1%
8.0
81
<0.1%
9.0
53
<0.1%
10.0
35
<0.1%
12.0
19
<0.1%
11.0
15
<0.1%
14.0
10
<0.1%
13.0
8
<0.1%
SMALLEST VALUES
0.0
153,075
86.5%
1.0
15,771
8.9%
2.0
4,330
2.4%
3.0
1,735
1.0%
4.0
772
0.4%
5.0
401
0.2%
6.0
206
0.1%
7.0
128
<0.1%
8.0
81
<0.1%
9.0
53
<0.1%
10.0
35
<0.1%
11.0
15
<0.1%
12.0
19
<0.1%
13.0
8
<0.1%
14.0
10
<0.1%
LARGEST VALUES
874.0
1
<0.1%
872.0
1
<0.1%
871.0
1
<0.1%
865.0
1
<0.1%
862.0
1
<0.1%
858.0
1
<0.1%
857.0
1
<0.1%
856.0
1
<0.1%
853.0
1
<0.1%
849.0
1
<0.1%
847.0
1
<0.1%
845.0
1
<0.1%
844.0
1
<0.1%
843.0
1
<0.1%
842.0
1
<0.1%
V96
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
109,789
62.0%
1.0
28,724
16.2%
2.0
14,075
7.9%
3.0
7,645
4.3%
4.0
4,759
2.7%
5.0
2,860
1.6%
6.0
1,917
1.1%
7.0
1,291
0.7%
8.0
943
0.5%
9.0
727
0.4%
10.0
508
0.3%
11.0
418
0.2%
12.0
333
0.2%
13.0
298
0.2%
14.0
233
0.1%
SMALLEST VALUES
0.0
109,789
62.0%
1.0
28,724
16.2%
2.0
14,075
7.9%
3.0
7,645
4.3%
4.0
4,759
2.7%
5.0
2,860
1.6%
6.0
1,917
1.1%
7.0
1,291
0.7%
8.0
943
0.5%
9.0
727
0.4%
10.0
508
0.3%
11.0
418
0.2%
12.0
333
0.2%
13.0
298
0.2%
14.0
233
0.1%
LARGEST VALUES
1408.0
1
<0.1%
1407.0
1
<0.1%
1406.0
2
<0.1%
1405.0
1
<0.1%
1402.0
1
<0.1%
1401.0
1
<0.1%
1400.0
1
<0.1%
1393.0
1
<0.1%
1391.0
1
<0.1%
1382.0
1
<0.1%
1380.0
1
<0.1%
1379.0
1
<0.1%
1378.0
1
<0.1%
1375.0
1
<0.1%
1374.0
1
<0.1%
V97
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
136,050
76.8%
1.0
23,617
13.3%
2.0
7,851
4.4%
3.0
3,383
1.9%
4.0
1,825
1.0%
5.0
1,121
0.6%
6.0
731
0.4%
7.0
446
0.3%
8.0
350
0.2%
9.0
244
0.1%
10.0
160
<0.1%
11.0
119
<0.1%
12.0
95
<0.1%
13.0
88
<0.1%
14.0
69
<0.1%
SMALLEST VALUES
0.0
136,050
76.8%
1.0
23,617
13.3%
2.0
7,851
4.4%
3.0
3,383
1.9%
4.0
1,825
1.0%
5.0
1,121
0.6%
6.0
731
0.4%
7.0
446
0.3%
8.0
350
0.2%
9.0
244
0.1%
10.0
160
<0.1%
11.0
119
<0.1%
12.0
95
<0.1%
13.0
88
<0.1%
14.0
69
<0.1%
LARGEST VALUES
974.0
1
<0.1%
972.0
1
<0.1%
963.0
1
<0.1%
961.0
1
<0.1%
960.0
1
<0.1%
959.0
1
<0.1%
956.0
1
<0.1%
955.0
1
<0.1%
948.0
1
<0.1%
947.0
1
<0.1%
946.0
2
<0.1%
945.0
2
<0.1%
942.0
2
<0.1%
941.0
3
<0.1%
940.0
1
<0.1%
V98
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
167,512
94.6%
1.0
8,354
4.7%
2.0
941
0.5%
3.0
197
0.1%
4.0
35
<0.1%
5.0
11
<0.1%
6.0
6
<0.1%
8.0
3
<0.1%
11.0
1
<0.1%
9.0
1
<0.1%
7.0
1
<0.1%
SMALLEST VALUES
0.0
167,512
94.6%
1.0
8,354
4.7%
2.0
941
0.5%
3.0
197
0.1%
4.0
35
<0.1%
5.0
11
<0.1%
6.0
6
<0.1%
7.0
1
<0.1%
8.0
3
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
9.0
1
<0.1%
8.0
3
<0.1%
7.0
1
<0.1%
6.0
6
<0.1%
5.0
11
<0.1%
4.0
35
<0.1%
3.0
197
0.1%
2.0
941
0.5%
1.0
8,354
4.7%
0.0
167,512
94.6%
V99
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
121,007
68.3%
1.0
25,928
14.6%
2.0
12,125
6.8%
3.0
6,347
3.6%
4.0
3,945
2.2%
5.0
2,139
1.2%
6.0
1,417
0.8%
7.0
976
0.6%
8.0
671
0.4%
9.0
504
0.3%
10.0
306
0.2%
27.0
288
0.2%
11.0
249
0.1%
12.0
200
0.1%
18.0
147
<0.1%
SMALLEST VALUES
0.0
121,007
68.3%
1.0
25,928
14.6%
2.0
12,125
6.8%
3.0
6,347
3.6%
4.0
3,945
2.2%
5.0
2,139
1.2%
6.0
1,417
0.8%
7.0
976
0.6%
8.0
671
0.4%
9.0
504
0.3%
10.0
306
0.2%
11.0
249
0.1%
12.0
200
0.1%
13.0
113
<0.1%
14.0
79
<0.1%
LARGEST VALUES
88.0
1
<0.1%
86.0
1
<0.1%
85.0
3
<0.1%
84.0
3
<0.1%
83.0
5
<0.1%
82.0
1
<0.1%
81.0
2
<0.1%
80.0
1
<0.1%
79.0
3
<0.1%
78.0
1
<0.1%
77.0
1
<0.1%
76.0
2
<0.1%
75.0
3
<0.1%
73.0
2
<0.1%
71.0
1
<0.1%
V100
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
148,819
84.0%
1.0
19,165
10.8%
2.0
4,962
2.8%
3.0
1,937
1.1%
4.0
1,091
0.6%
5.0
216
0.1%
10.0
211
0.1%
7.0
174
<0.1%
9.0
125
<0.1%
6.0
124
<0.1%
8.0
81
<0.1%
11.0
21
<0.1%
17.0
19
<0.1%
18.0
18
<0.1%
12.0
15
<0.1%
SMALLEST VALUES
0.0
148,819
84.0%
1.0
19,165
10.8%
2.0
4,962
2.8%
3.0
1,937
1.1%
4.0
1,091
0.6%
5.0
216
0.1%
6.0
124
<0.1%
7.0
174
<0.1%
8.0
81
<0.1%
9.0
125
<0.1%
10.0
211
0.1%
11.0
21
<0.1%
12.0
15
<0.1%
13.0
8
<0.1%
14.0
10
<0.1%
LARGEST VALUES
28.0
4
<0.1%
27.0
2
<0.1%
25.0
1
<0.1%
24.0
1
<0.1%
23.0
2
<0.1%
22.0
3
<0.1%
21.0
12
<0.1%
20.0
10
<0.1%
19.0
13
<0.1%
18.0
18
<0.1%
17.0
19
<0.1%
16.0
11
<0.1%
15.0
7
<0.1%
14.0
10
<0.1%
13.0
8
<0.1%
V101
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
166,786
94.2%
1.0
6,047
3.4%
2.0
2,023
1.1%
3.0
877
0.5%
4.0
415
0.2%
5.0
223
0.1%
6.0
106
<0.1%
7.0
67
<0.1%
8.0
48
<0.1%
9.0
24
<0.1%
10.0
20
<0.1%
11.0
10
<0.1%
12.0
10
<0.1%
14.0
5
<0.1%
13.0
4
<0.1%
SMALLEST VALUES
0.0
166,786
94.2%
1.0
6,047
3.4%
2.0
2,023
1.1%
3.0
877
0.5%
4.0
415
0.2%
5.0
223
0.1%
6.0
106
<0.1%
7.0
67
<0.1%
8.0
48
<0.1%
9.0
24
<0.1%
10.0
20
<0.1%
11.0
10
<0.1%
12.0
10
<0.1%
13.0
4
<0.1%
14.0
5
<0.1%
LARGEST VALUES
863.0
1
<0.1%
861.0
1
<0.1%
860.0
1
<0.1%
854.0
1
<0.1%
851.0
1
<0.1%
847.0
1
<0.1%
846.0
1
<0.1%
845.0
1
<0.1%
842.0
1
<0.1%
838.0
1
<0.1%
836.0
1
<0.1%
834.0
1
<0.1%
833.0
1
<0.1%
832.0
1
<0.1%
831.0
1
<0.1%
V102
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
160,755
90.8%
1.0
7,404
4.2%
2.0
3,116
1.8%
3.0
1,591
0.9%
4.0
959
0.5%
5.0
614
0.3%
6.0
427
0.2%
7.0
274
0.2%
8.0
213
0.1%
9.0
139
<0.1%
10.0
125
<0.1%
11.0
112
<0.1%
12.0
98
<0.1%
13.0
73
<0.1%
15.0
64
<0.1%
SMALLEST VALUES
0.0
160,755
90.8%
1.0
7,404
4.2%
2.0
3,116
1.8%
3.0
1,591
0.9%
4.0
959
0.5%
5.0
614
0.3%
6.0
427
0.2%
7.0
274
0.2%
8.0
213
0.1%
9.0
139
<0.1%
10.0
125
<0.1%
11.0
112
<0.1%
12.0
98
<0.1%
13.0
73
<0.1%
14.0
61
<0.1%
LARGEST VALUES
1285.0
8
<0.1%
1278.0
1
<0.1%
1276.0
1
<0.1%
1267.0
1
<0.1%
1265.0
1
<0.1%
1264.0
1
<0.1%
1263.0
1
<0.1%
1260.0
1
<0.1%
1259.0
1
<0.1%
1252.0
5
<0.1%
1245.0
1
<0.1%
1243.0
1
<0.1%
1242.0
1
<0.1%
1236.0
1
<0.1%
1233.0
1
<0.1%
V103
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
164,221
92.7%
1.0
6,491
3.7%
2.0
2,500
1.4%
3.0
1,232
0.7%
4.0
683
0.4%
5.0
415
0.2%
6.0
276
0.2%
7.0
153
<0.1%
8.0
122
<0.1%
9.0
91
<0.1%
10.0
74
<0.1%
12.0
58
<0.1%
11.0
54
<0.1%
13.0
47
<0.1%
15.0
37
<0.1%
SMALLEST VALUES
0.0
164,221
92.7%
1.0
6,491
3.7%
2.0
2,500
1.4%
3.0
1,232
0.7%
4.0
683
0.4%
5.0
415
0.2%
6.0
276
0.2%
7.0
153
<0.1%
8.0
122
<0.1%
9.0
91
<0.1%
10.0
74
<0.1%
11.0
54
<0.1%
12.0
58
<0.1%
13.0
47
<0.1%
14.0
23
<0.1%
LARGEST VALUES
926.0
1
<0.1%
924.0
1
<0.1%
915.0
1
<0.1%
913.0
1
<0.1%
912.0
1
<0.1%
911.0
1
<0.1%
908.0
1
<0.1%
907.0
1
<0.1%
904.0
1
<0.1%
903.0
8
<0.1%
902.0
1
<0.1%
901.0
1
<0.1%
900.0
5
<0.1%
895.0
1
<0.1%
893.0
1
<0.1%
V104
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
169,045
95.5%
1.0
5,858
3.3%
2.0
1,165
0.7%
3.0
351
0.2%
11.0
295
0.2%
4.0
114
<0.1%
15.0
74
<0.1%
5.0
47
<0.1%
6.0
36
<0.1%
12.0
26
<0.1%
7.0
20
<0.1%
8.0
11
<0.1%
9.0
8
<0.1%
14.0
5
<0.1%
10.0
5
<0.1%
SMALLEST VALUES
0.0
169,045
95.5%
1.0
5,858
3.3%
2.0
1,165
0.7%
3.0
351
0.2%
4.0
114
<0.1%
5.0
47
<0.1%
6.0
36
<0.1%
7.0
20
<0.1%
8.0
11
<0.1%
9.0
8
<0.1%
10.0
5
<0.1%
11.0
295
0.2%
12.0
26
<0.1%
13.0
2
<0.1%
14.0
5
<0.1%
LARGEST VALUES
15.0
74
<0.1%
14.0
5
<0.1%
13.0
2
<0.1%
12.0
26
<0.1%
11.0
295
0.2%
10.0
5
<0.1%
9.0
8
<0.1%
8.0
11
<0.1%
7.0
20
<0.1%
6.0
36
<0.1%
5.0
47
<0.1%
4.0
114
<0.1%
3.0
351
0.2%
2.0
1,165
0.7%
1.0
5,858
3.3%
V105
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
164,315
92.8%
1.0
8,367
4.7%
2.0
2,178
1.2%
3.0
774
0.4%
4.0
315
0.2%
77.0
259
0.1%
5.0
176
<0.1%
6.0
143
<0.1%
7.0
85
<0.1%
38.0
61
<0.1%
8.0
38
<0.1%
9.0
31
<0.1%
13.0
27
<0.1%
35.0
20
<0.1%
17.0
20
<0.1%
SMALLEST VALUES
0.0
164,315
92.8%
1.0
8,367
4.7%
2.0
2,178
1.2%
3.0
774
0.4%
4.0
315
0.2%
5.0
176
<0.1%
6.0
143
<0.1%
7.0
85
<0.1%
8.0
38
<0.1%
9.0
31
<0.1%
10.0
15
<0.1%
11.0
18
<0.1%
12.0
18
<0.1%
13.0
27
<0.1%
14.0
16
<0.1%
LARGEST VALUES
96.0
1
<0.1%
95.0
1
<0.1%
94.0
3
<0.1%
91.0
1
<0.1%
90.0
1
<0.1%
89.0
1
<0.1%
88.0
8
<0.1%
87.0
1
<0.1%
86.0
1
<0.1%
85.0
1
<0.1%
82.0
1
<0.1%
77.0
259
0.1%
72.0
1
<0.1%
70.0
1
<0.1%
67.0
1
<0.1%
V106
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
167,408
94.5%
1.0
6,759
3.8%
2.0
1,538
0.9%
3.0
478
0.3%
4.0
170
<0.1%
35.0
132
<0.1%
5.0
88
<0.1%
32.0
62
<0.1%
39.0
58
<0.1%
6.0
52
<0.1%
42.0
48
<0.1%
43.0
32
<0.1%
11.0
31
<0.1%
7.0
26
<0.1%
28.0
21
<0.1%
SMALLEST VALUES
0.0
167,408
94.5%
1.0
6,759
3.8%
2.0
1,538
0.9%
3.0
478
0.3%
4.0
170
<0.1%
5.0
88
<0.1%
6.0
52
<0.1%
7.0
26
<0.1%
8.0
20
<0.1%
9.0
7
<0.1%
10.0
9
<0.1%
11.0
31
<0.1%
12.0
9
<0.1%
13.0
13
<0.1%
14.0
13
<0.1%
LARGEST VALUES
55.0
1
<0.1%
54.0
1
<0.1%
53.0
1
<0.1%
52.0
1
<0.1%
50.0
1
<0.1%
49.0
2
<0.1%
48.0
7
<0.1%
47.0
1
<0.1%
45.0
1
<0.1%
43.0
32
<0.1%
42.0
48
<0.1%
41.0
2
<0.1%
39.0
58
<0.1%
38.0
2
<0.1%
37.0
1
<0.1%
V107
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,993
>99%
6,338
4%
0.0
69
<1%
0
0%
ALL
177,062
100%
6,341
4%
V108
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,193
>99%
6,115
3%
2.0
757
<1%
187
25%
0.0
69
<1%
0
0%
3.0
28
<1%
21
75%
4.0
12
<1%
12
100%
7.0
2
<1%
2
100%
5.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V109
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
174,509
99%
6,054
3%
2.0
2,465
1%
245
10%
3.0
56
<1%
23
41%
0.0
15
<1%
0
0%
4.0
14
<1%
13
93%
7.0
2
<1%
2
100%
5.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V110
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
175,667
>99%
6,095
3%
2.0
1,297
<1%
207
16%
0.0
50
<1%
0
0%
3.0
33
<1%
21
64%
4.0
12
<1%
12
100%
7.0
2
<1%
2
100%
5.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V111
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,535
>99%
6,107
3%
2.0
404
<1%
185
46%
0.0
69
<1%
0
0%
3.0
35
<1%
30
86%
4.0
14
<1%
11
79%
9.0
2
<1%
2
100%
5.0
2
<1%
2
100%
6.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V112
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,125
>99%
6,078
3%
2.0
866
<1%
213
25%
3.0
37
<1%
31
84%
0.0
15
<1%
0
0%
4.0
14
<1%
11
79%
9.0
2
<1%
2
100%
5.0
2
<1%
2
100%
6.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V113
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,417
>99%
6,098
3%
2.0
539
<1%
193
36%
0.0
50
<1%
0
0%
3.0
37
<1%
31
84%
4.0
14
<1%
11
79%
9.0
2
<1%
2
100%
5.0
2
<1%
2
100%
6.0
1
<1%
1
100%
ALL
177,062
100%
6,341
4%
V114
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
175,406
>99%
6,023
3%
2.0
1,485
<1%
247
17%
3.0
73
<1%
44
60%
0.0
70
<1%
0
0%
4.0
21
<1%
17
81%
6.0
5
<1%
5
100%
5.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V115
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
171,636
97%
5,893
3%
2.0
5,099
3%
361
7%
3.0
275
<1%
59
21%
4.0
29
<1%
18
62%
0.0
16
<1%
0
0%
6.0
5
<1%
5
100%
5.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V116
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
174,312
98%
5,974
3%
2.0
2,553
1%
293
11%
3.0
117
<1%
47
40%
0.0
51
<1%
0
0%
4.0
22
<1%
17
77%
6.0
5
<1%
5
100%
5.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V117
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,847
>99%
6,272
4%
2.0
146
<1%
66
45%
0.0
69
<1%
0
0%
ALL
177,062
100%
6,341
4%
V118
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,767
>99%
6,269
4%
2.0
280
<1%
69
25%
0.0
15
<1%
0
0%
ALL
177,062
100%
6,341
4%
V119
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,821
>99%
6,270
4%
2.0
191
<1%
68
36%
0.0
50
<1%
0
0%
ALL
177,062
100%
6,341
4%
V120
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,760
>99%
6,299
4%
2.0
231
<1%
37
16%
0.0
69
<1%
0
0%
3.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V121
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,295
>99%
6,282
4%
2.0
750
<1%
54
7%
0.0
15
<1%
0
0%
3.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V122
MISSING:
100
(<1%)
TOP CATEGORIES
isFraud
1.0
176,635
>99%
6,294
4%
2.0
375
<1%
42
11%
0.0
50
<1%
0
0%
3.0
2
<1%
2
100%
ALL
177,062
100%
6,341
4%
V123
MISSING:
100
(<1%)
MOST FREQUENT VALUES
1.0
172,391
97.4%
2.0
3,980
2.2%
3.0
418
0.2%
4.0
111
<0.1%
0.0
70
<0.1%
5.0
43
<0.1%
7.0
15
<0.1%
6.0
13
<0.1%
8.0
10
<0.1%
9.0
5
<0.1%
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
SMALLEST VALUES
0.0
70
<0.1%
1.0
172,391
97.4%
2.0
3,980
2.2%
3.0
418
0.2%
4.0
111
<0.1%
5.0
43
<0.1%
6.0
13
<0.1%
7.0
15
<0.1%
8.0
10
<0.1%
9.0
5
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
13.0
2
<0.1%
LARGEST VALUES
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
5
<0.1%
8.0
10
<0.1%
7.0
15
<0.1%
6.0
13
<0.1%
5.0
43
<0.1%
4.0
111
<0.1%
3.0
418
0.2%
2.0
3,980
2.2%
1.0
172,391
97.4%
0.0
70
<0.1%
V124
MISSING:
100
(<1%)
MOST FREQUENT VALUES
1.0
163,802
92.5%
2.0
11,011
6.2%
3.0
1,468
0.8%
4.0
602
0.3%
5.0
83
<0.1%
6.0
40
<0.1%
7.0
17
<0.1%
0.0
16
<0.1%
8.0
10
<0.1%
9.0
7
<0.1%
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
SMALLEST VALUES
0.0
16
<0.1%
1.0
163,802
92.5%
2.0
11,011
6.2%
3.0
1,468
0.8%
4.0
602
0.3%
5.0
83
<0.1%
6.0
40
<0.1%
7.0
17
<0.1%
8.0
10
<0.1%
9.0
7
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
13.0
2
<0.1%
LARGEST VALUES
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
7
<0.1%
8.0
10
<0.1%
7.0
17
<0.1%
6.0
40
<0.1%
5.0
83
<0.1%
4.0
602
0.3%
3.0
1,468
0.8%
2.0
11,011
6.2%
1.0
163,802
92.5%
0.0
16
<0.1%
V125
MISSING:
100
(<1%)
MOST FREQUENT VALUES
1.0
169,601
95.8%
2.0
6,310
3.6%
3.0
760
0.4%
4.0
238
0.1%
5.0
52
<0.1%
0.0
51
<0.1%
7.0
15
<0.1%
6.0
14
<0.1%
8.0
10
<0.1%
9.0
5
<0.1%
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
SMALLEST VALUES
0.0
51
<0.1%
1.0
169,601
95.8%
2.0
6,310
3.6%
3.0
760
0.4%
4.0
238
0.1%
5.0
52
<0.1%
6.0
14
<0.1%
7.0
15
<0.1%
8.0
10
<0.1%
9.0
5
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
13.0
2
<0.1%
LARGEST VALUES
13.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
5
<0.1%
8.0
10
<0.1%
7.0
15
<0.1%
6.0
14
<0.1%
5.0
52
<0.1%
4.0
238
0.1%
3.0
760
0.4%
2.0
6,310
3.6%
1.0
169,601
95.8%
0.0
51
<0.1%
V126
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
153,075
86.5%
117.0
1,053
0.6%
59.0
1,037
0.6%
100.0
693
0.4%
49.0
564
0.3%
50.0
443
0.3%
226.0
437
0.2%
57.95000076293945
433
0.2%
200.0
428
0.2%
107.9499969482422
426
0.2%
150.0
382
0.2%
39.0
364
0.2%
29.0
350
0.2%
171.0
297
0.2%
300.0
277
0.2%
SMALLEST VALUES
0.0
153,075
86.5%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
2.9605998992919917
1
<0.1%
3.3145999908447266
1
<0.1%
3.383500099182129
1
<0.1%
3.4433999061584477
1
<0.1%
LARGEST VALUES
94265.0
1
<0.1%
94053.0
1
<0.1%
93947.0
1
<0.1%
93311.0
1
<0.1%
92993.0
1
<0.1%
92569.0
1
<0.1%
92463.0
1
<0.1%
92357.0
1
<0.1%
92039.0
1
<0.1%
91615.0
1
<0.1%
91403.0
1
<0.1%
91191.0
1
<0.1%
91085.0
1
<0.1%
90979.0
1
<0.1%
90873.0
1
<0.1%
V127
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
109,789
62.0%
107.9499969482422
1,767
1.0%
57.95000076293945
1,635
0.9%
59.0
1,576
0.9%
117.0
1,537
0.9%
100.0
970
0.5%
49.0
809
0.5%
50.0
679
0.4%
226.0
624
0.4%
47.95000076293945
613
0.3%
35.95000076293945
573
0.3%
200.0
571
0.3%
150.0
511
0.3%
30.95000076293945
487
0.3%
39.0
480
0.3%
SMALLEST VALUES
0.0
109,789
62.0%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.0
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
2.9605998992919917
1
<0.1%
3.2583999633789062
1
<0.1%
3.3145999908447266
1
<0.1%
LARGEST VALUES
145999.0
1
<0.1%
145893.0
1
<0.1%
145806.0
1
<0.1%
145787.0
1
<0.1%
145696.0
1
<0.1%
145366.0
1
<0.1%
145256.0
1
<0.1%
145146.0
1
<0.1%
144777.0
1
<0.1%
144665.0
1
<0.1%
144161.0
1
<0.1%
144049.0
1
<0.1%
143993.0
1
<0.1%
143887.0
1
<0.1%
143569.0
1
<0.1%
V128
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
136,050
76.8%
59.0
1,633
0.9%
117.0
1,587
0.9%
57.95000076293945
1,035
0.6%
107.9499969482422
829
0.5%
100.0
794
0.4%
49.0
785
0.4%
226.0
643
0.4%
50.0
564
0.3%
39.0
524
0.3%
200.0
472
0.3%
29.0
465
0.3%
171.0
445
0.3%
150.0
435
0.2%
35.95000076293945
422
0.2%
SMALLEST VALUES
0.0
136,050
76.8%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
2.9605998992919917
1
<0.1%
3.3145999908447266
1
<0.1%
3.383500099182129
1
<0.1%
3.4433999061584477
1
<0.1%
LARGEST VALUES
103383.0
1
<0.1%
103271.0
1
<0.1%
102767.0
1
<0.1%
102655.0
1
<0.1%
102599.0
1
<0.1%
102493.0
1
<0.1%
102175.0
1
<0.1%
102069.0
1
<0.1%
101343.0
1
<0.1%
101221.0
1
<0.1%
101131.0
1
<0.1%
101115.0
1
<0.1%
101025.0
1
<0.1%
101009.0
1
<0.1%
100691.0
1
<0.1%
V129
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
167,512
94.6%
59.0
773
0.4%
117.0
693
0.4%
49.0
416
0.2%
39.0
284
0.2%
29.0
282
0.2%
57.95000076293945
262
0.1%
107.9499969482422
259
0.1%
226.0
247
0.1%
34.0
201
0.1%
171.0
198
0.1%
77.0
187
0.1%
100.0
175
<0.1%
335.0
152
<0.1%
92.0
127
<0.1%
SMALLEST VALUES
0.0
167,512
94.6%
3.3145999908447266
1
<0.1%
4.547399997711182
1
<0.1%
5.0
16
<0.1%
5.072100162506104
1
<0.1%
5.829999923706055
2
<0.1%
5.96999979019165
1
<0.1%
5.989999771118164
2
<0.1%
6.0
1
<0.1%
6.949999809265138
1
<0.1%
7.75439977645874
1
<0.1%
7.8694000244140625
1
<0.1%
8.0
7
<0.1%
8.519200325012207
1
<0.1%
8.989999771118164
2
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
3162.949951171875
2
<0.1%
3093.949951171875
1
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
2863.949951171875
1
<0.1%
2749.64990234375
1
<0.1%
2619.89990234375
1
<0.1%
2594.949951171875
4
<0.1%
2594.93994140625
2
<0.1%
2591.75
1
<0.1%
2547.4599609375
1
<0.1%
V130
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
121,007
68.3%
107.9499969482422
1,789
1.0%
57.95000076293945
1,640
0.9%
59.0
1,636
0.9%
117.0
1,533
0.9%
49.0
871
0.5%
226.0
631
0.4%
47.95000076293945
614
0.3%
35.95000076293945
574
0.3%
39.0
523
0.3%
30.95000076293945
481
0.3%
100.0
458
0.3%
29.0
451
0.3%
209.9499969482422
443
0.3%
34.0
429
0.2%
SMALLEST VALUES
0.0
121,007
68.3%
2.0
1
<0.1%
3.2583999633789062
1
<0.1%
3.3145999908447266
1
<0.1%
4.547399997711182
1
<0.1%
5.0
12
<0.1%
5.072100162506104
1
<0.1%
5.196100234985352
1
<0.1%
5.215199947357178
1
<0.1%
5.829999923706055
2
<0.1%
5.989999771118164
2
<0.1%
6.0
3
<0.1%
6.949999809265138
1
<0.1%
7.0
1
<0.1%
7.8694000244140625
1
<0.1%
LARGEST VALUES
30250.0
2
<0.1%
25600.0
1
<0.1%
12500.0
1
<0.1%
12307.5
1
<0.1%
11600.0
1
<0.1%
11400.0
1
<0.1%
11000.0
1
<0.1%
6019.8701171875
1
<0.1%
5692.0
2
<0.1%
5625.0
1
<0.1%
5369.0
1
<0.1%
5360.0
1
<0.1%
5341.0
1
<0.1%
5262.0
1
<0.1%
5017.0
1
<0.1%
V131
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
148,819
84.0%
59.0
1,653
0.9%
117.0
1,559
0.9%
57.95000076293945
918
0.5%
49.0
787
0.4%
107.9499969482422
710
0.4%
226.0
602
0.3%
39.0
560
0.3%
29.0
473
0.3%
171.0
432
0.2%
34.0
402
0.2%
35.95000076293945
377
0.2%
77.0
358
0.2%
30.95000076293945
349
0.2%
47.95000076293945
342
0.2%
SMALLEST VALUES
0.0
148,819
84.0%
3.3145999908447266
1
<0.1%
4.547399997711182
1
<0.1%
5.0
14
<0.1%
5.072100162506104
1
<0.1%
5.215199947357178
1
<0.1%
5.829999923706055
2
<0.1%
5.96999979019165
1
<0.1%
5.989999771118164
2
<0.1%
6.0
3
<0.1%
6.949999809265138
1
<0.1%
7.0
1
<0.1%
7.8694000244140625
1
<0.1%
7.896999835968018
1
<0.1%
7.96999979019165
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
5400.0
1
<0.1%
4674.89990234375
1
<0.1%
4489.89990234375
1
<0.1%
4015.89990234375
1
<0.1%
3303.929931640625
1
<0.1%
3243.0
2
<0.1%
3175.0
1
<0.1%
3162.949951171875
2
<0.1%
3093.949951171875
1
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
V132
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
166,786
94.2%
117.0
471
0.3%
59.0
386
0.2%
100.0
288
0.2%
49.0
234
0.1%
226.0
199
0.1%
50.0
196
0.1%
200.0
183
0.1%
150.0
182
0.1%
171.0
144
<0.1%
300.0
127
<0.1%
77.0
126
<0.1%
39.0
110
<0.1%
29.0
100
<0.1%
335.0
98
<0.1%
SMALLEST VALUES
0.0
166,786
94.2%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
3.4433999061584477
1
<0.1%
3.4598000049591064
1
<0.1%
3.5127999782562256
1
<0.1%
3.582799911499023
1
<0.1%
3.9347000122070312
1
<0.1%
3.964400053024292
1
<0.1%
LARGEST VALUES
93100.0
1
<0.1%
92888.0
1
<0.1%
92782.0
1
<0.1%
92146.0
1
<0.1%
91828.0
1
<0.1%
91404.0
1
<0.1%
91298.0
1
<0.1%
91192.0
1
<0.1%
90874.0
1
<0.1%
90450.0
1
<0.1%
90238.0
1
<0.1%
90026.0
1
<0.1%
89920.0
1
<0.1%
89814.0
1
<0.1%
89708.0
1
<0.1%
V133
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
160,755
90.8%
117.0
581
0.3%
59.0
487
0.3%
100.0
295
0.2%
226.0
274
0.2%
49.0
270
0.2%
50.0
210
0.1%
200.0
199
0.1%
150.0
190
0.1%
171.0
172
<0.1%
234.0
171
<0.1%
77.0
165
<0.1%
335.0
150
<0.1%
300.0
147
<0.1%
107.9499969482422
135
<0.1%
SMALLEST VALUES
0.0
160,755
90.8%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
3.4433999061584477
1
<0.1%
3.4598000049591064
1
<0.1%
3.5127999782562256
1
<0.1%
3.582799911499023
1
<0.1%
3.9347000122070312
1
<0.1%
3.964400053024292
1
<0.1%
LARGEST VALUES
133915.0
8
<0.1%
133601.0
1
<0.1%
133489.0
1
<0.1%
132985.0
1
<0.1%
132873.0
1
<0.1%
132817.0
1
<0.1%
132711.0
1
<0.1%
132393.0
1
<0.1%
132287.0
1
<0.1%
131545.0
5
<0.1%
130803.0
1
<0.1%
130591.0
1
<0.1%
130485.0
1
<0.1%
129849.0
1
<0.1%
129531.0
1
<0.1%
V134
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
164,221
92.7%
117.0
520
0.3%
59.0
406
0.2%
100.0
289
0.2%
226.0
230
0.1%
49.0
230
0.1%
50.0
200
0.1%
150.0
188
0.1%
200.0
185
0.1%
171.0
162
<0.1%
77.0
145
<0.1%
300.0
145
<0.1%
118.0
120
<0.1%
335.0
115
<0.1%
234.0
112
<0.1%
SMALLEST VALUES
0.0
164,221
92.7%
0.4668999910354614
1
<0.1%
0.8781999945640564
1
<0.1%
0.8909000158309937
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
1
<0.1%
2.565200090408325
1
<0.1%
2.6171998977661133
1
<0.1%
2.660599946975708
1
<0.1%
3.4433999061584477
1
<0.1%
3.4598000049591064
1
<0.1%
3.5127999782562256
1
<0.1%
3.582799911499023
1
<0.1%
3.9347000122070312
1
<0.1%
3.964400053024292
1
<0.1%
LARGEST VALUES
98364.0
1
<0.1%
98252.0
1
<0.1%
97748.0
1
<0.1%
97636.0
1
<0.1%
97580.0
1
<0.1%
97474.0
1
<0.1%
97156.0
1
<0.1%
97050.0
1
<0.1%
96744.0
1
<0.1%
96532.0
1
<0.1%
96426.0
1
<0.1%
96308.0
5
<0.1%
96212.0
8
<0.1%
95790.0
1
<0.1%
95598.0
1
<0.1%
V135
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
169,045
95.5%
100.0
368
0.2%
117.0
274
0.2%
1165.0
258
0.1%
200.0
236
0.1%
59.0
223
0.1%
50.0
187
0.1%
150.0
181
0.1%
107.9499969482422
155
<0.1%
300.0
154
<0.1%
57.95000076293945
149
<0.1%
226.0
142
<0.1%
49.0
124
<0.1%
250.0
99
<0.1%
500.0
92
<0.1%
SMALLEST VALUES
0.0
169,045
95.5%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
3.383500099182129
1
<0.1%
3.731699943542481
1
<0.1%
4.611000061035156
1
<0.1%
4.96999979019165
1
<0.1%
5.0
9
<0.1%
5.13040018081665
1
<0.1%
5.348800182342528
1
<0.1%
5.679500102996826
1
<0.1%
6.0
3
<0.1%
6.179800033569336
1
<0.1%
6.4045000076293945
1
<0.1%
6.578400135040282
1
<0.1%
LARGEST VALUES
60500.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
50820.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
13026.5703125
1
<0.1%
12500.0
1
<0.1%
12004.099609375
1
<0.1%
10000.0
1
<0.1%
9552.759765625
1
<0.1%
9295.849609375
1
<0.1%
8250.0
6
<0.1%
8000.0
2
<0.1%
V136
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
164,315
92.8%
117.0
426
0.2%
100.0
417
0.2%
59.0
382
0.2%
107.9499969482422
292
0.2%
7709.0
259
0.1%
200.0
257
0.1%
57.95000076293945
254
0.1%
226.0
235
0.1%
50.0
232
0.1%
49.0
204
0.1%
150.0
192
0.1%
300.0
163
<0.1%
39.0
162
<0.1%
335.0
142
<0.1%
SMALLEST VALUES
0.0
164,315
92.8%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
3.383500099182129
1
<0.1%
3.731699943542481
1
<0.1%
4.611000061035156
1
<0.1%
4.96999979019165
1
<0.1%
5.0
10
<0.1%
5.13040018081665
1
<0.1%
5.348800182342528
1
<0.1%
5.679500102996826
1
<0.1%
6.0
2
<0.1%
6.179800033569336
1
<0.1%
6.4045000076293945
1
<0.1%
6.578400135040282
1
<0.1%
LARGEST VALUES
60500.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
50820.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
16000.0
1
<0.1%
13026.5703125
1
<0.1%
12500.0
1
<0.1%
12004.099609375
1
<0.1%
10000.0
1
<0.1%
9747.0
1
<0.1%
9641.0
1
<0.1%
9552.759765625
1
<0.1%
V137
MISSING:
100
(<1%)
MOST FREQUENT VALUES
0.0
167,408
94.5%
100.0
392
0.2%
117.0
340
0.2%
59.0
288
0.2%
200.0
241
0.1%
50.0
200
0.1%
150.0
191
0.1%
107.9499969482422
189
0.1%
226.0
183
0.1%
57.95000076293945
174
<0.1%
49.0
160
<0.1%
300.0
158
<0.1%
3657.0
132
<0.1%
335.0
124
<0.1%
39.0
112
<0.1%
SMALLEST VALUES
0.0
167,408
94.5%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
3.383500099182129
1
<0.1%
3.731699943542481
1
<0.1%
4.611000061035156
1
<0.1%
4.96999979019165
1
<0.1%
5.0
9
<0.1%
5.13040018081665
1
<0.1%
5.348800182342528
1
<0.1%
5.679500102996826
1
<0.1%
6.0
3
<0.1%
6.179800033569336
1
<0.1%
6.4045000076293945
1
<0.1%
6.578400135040282
1
<0.1%
LARGEST VALUES
60500.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
50820.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
13026.5703125
1
<0.1%
12500.0
1
<0.1%
12004.099609375
1
<0.1%
10000.0
1
<0.1%
9552.759765625
1
<0.1%
9295.849609375
1
<0.1%
8250.0
6
<0.1%
8000.0
2
<0.1%
V138
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
24,292
98.4%
1.0
247
1.0%
2.0
68
0.3%
3.0
37
0.1%
4.0
18
<0.1%
6.0
11
<0.1%
5.0
10
<0.1%
7.0
4
<0.1%
8.0
4
<0.1%
15.0
2
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
12.0
1
<0.1%
21.0
1
<0.1%
SMALLEST VALUES
0.0
24,292
98.4%
1.0
247
1.0%
2.0
68
0.3%
3.0
37
0.1%
4.0
18
<0.1%
5.0
10
<0.1%
6.0
11
<0.1%
7.0
4
<0.1%
8.0
4
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
12.0
1
<0.1%
15.0
2
<0.1%
21.0
1
<0.1%
LARGEST VALUES
21.0
1
<0.1%
15.0
2
<0.1%
12.0
1
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
8.0
4
<0.1%
7.0
4
<0.1%
6.0
11
<0.1%
5.0
10
<0.1%
4.0
18
<0.1%
3.0
37
0.1%
2.0
68
0.3%
1.0
247
1.0%
0.0
24,292
98.4%
V139
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
14,286
57.8%
0.0
6,597
26.7%
2.0
1,985
8.0%
3.0
830
3.4%
4.0
446
1.8%
5.0
253
1.0%
6.0
119
0.5%
7.0
53
0.2%
8.0
31
0.1%
9.0
20
<0.1%
10.0
16
<0.1%
11.0
12
<0.1%
13.0
10
<0.1%
12.0
6
<0.1%
14.0
6
<0.1%
SMALLEST VALUES
0.0
6,597
26.7%
1.0
14,286
57.8%
2.0
1,985
8.0%
3.0
830
3.4%
4.0
446
1.8%
5.0
253
1.0%
6.0
119
0.5%
7.0
53
0.2%
8.0
31
0.1%
9.0
20
<0.1%
10.0
16
<0.1%
11.0
12
<0.1%
12.0
6
<0.1%
13.0
10
<0.1%
14.0
6
<0.1%
LARGEST VALUES
28.0
1
<0.1%
27.0
1
<0.1%
26.0
1
<0.1%
25.0
1
<0.1%
24.0
3
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
21.0
3
<0.1%
20.0
2
<0.1%
19.0
2
<0.1%
18.0
2
<0.1%
17.0
4
<0.1%
16.0
4
<0.1%
15.0
3
<0.1%
14.0
6
<0.1%
V140
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
14,022
56.8%
0.0
6,589
26.7%
2.0
2,016
8.2%
3.0
869
3.5%
4.0
504
2.0%
5.0
257
1.0%
6.0
165
0.7%
7.0
86
0.3%
8.0
51
0.2%
9.0
26
0.1%
11.0
21
<0.1%
10.0
21
<0.1%
13.0
15
<0.1%
12.0
12
<0.1%
14.0
7
<0.1%
SMALLEST VALUES
0.0
6,589
26.7%
1.0
14,022
56.8%
2.0
2,016
8.2%
3.0
869
3.5%
4.0
504
2.0%
5.0
257
1.0%
6.0
165
0.7%
7.0
86
0.3%
8.0
51
0.2%
9.0
26
0.1%
10.0
21
<0.1%
11.0
21
<0.1%
12.0
12
<0.1%
13.0
15
<0.1%
14.0
7
<0.1%
LARGEST VALUES
28.0
1
<0.1%
27.0
2
<0.1%
26.0
2
<0.1%
25.0
2
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
21.0
2
<0.1%
20.0
3
<0.1%
19.0
2
<0.1%
18.0
4
<0.1%
17.0
5
<0.1%
16.0
6
<0.1%
15.0
6
<0.1%
14.0
7
<0.1%
V141
MISSING:
152,463
(86%)
TOP CATEGORIES
isFraud
0.0
23,854
97%
1,044
4%
1.0
761
3%
81
11%
2.0
71
<1%
17
24%
3.0
12
<1%
4
33%
4.0
1
<1%
0
0%
ALL
24,699
100%
6,341
4%
V142
MISSING:
152,463
(86%)
TOP CATEGORIES
isFraud
0.0
23,833
96%
1,041
4%
1.0
679
3%
77
11%
2.0
99
<1%
11
11%
3.0
38
<1%
11
29%
4.0
34
<1%
3
9%
5.0
11
<1%
2
18%
6.0
4
<1%
0
0%
7.0
1
<1%
1
100%
ALL
24,699
100%
6,341
4%
V143
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
19,188
77.7%
1.0
1,143
4.6%
2.0
578
2.3%
3.0
333
1.3%
4.0
179
0.7%
28.0
165
0.7%
13.0
148
0.6%
24.0
139
0.6%
30.0
129
0.5%
25.0
127
0.5%
5.0
118
0.5%
26.0
117
0.5%
31.0
115
0.5%
18.0
106
0.4%
23.0
105
0.4%
SMALLEST VALUES
0.0
19,188
77.7%
1.0
1,143
4.6%
2.0
578
2.3%
3.0
333
1.3%
4.0
179
0.7%
5.0
118
0.5%
6.0
81
0.3%
7.0
59
0.2%
8.0
30
0.1%
9.0
37
0.1%
10.0
41
0.2%
11.0
104
0.4%
12.0
90
0.4%
13.0
148
0.6%
14.0
102
0.4%
LARGEST VALUES
863.0
1
<0.1%
861.0
1
<0.1%
860.0
1
<0.1%
854.0
1
<0.1%
851.0
1
<0.1%
847.0
1
<0.1%
846.0
1
<0.1%
845.0
1
<0.1%
842.0
1
<0.1%
838.0
1
<0.1%
836.0
1
<0.1%
834.0
1
<0.1%
833.0
1
<0.1%
832.0
1
<0.1%
831.0
1
<0.1%
V144
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
18,797
76.1%
1.0
1,639
6.6%
2.0
619
2.5%
11.0
319
1.3%
3.0
312
1.3%
4.0
184
0.7%
15.0
149
0.6%
40.0
109
0.4%
22.0
106
0.4%
5.0
101
0.4%
39.0
96
0.4%
41.0
95
0.4%
35.0
87
0.4%
34.0
86
0.3%
23.0
84
0.3%
SMALLEST VALUES
0.0
18,797
76.1%
1.0
1,639
6.6%
2.0
619
2.5%
3.0
312
1.3%
4.0
184
0.7%
5.0
101
0.4%
6.0
71
0.3%
7.0
30
0.1%
8.0
31
0.1%
9.0
17
<0.1%
10.0
9
<0.1%
11.0
319
1.3%
12.0
44
0.2%
13.0
33
0.1%
14.0
83
0.3%
LARGEST VALUES
62.0
3
<0.1%
61.0
5
<0.1%
60.0
5
<0.1%
59.0
3
<0.1%
58.0
1
<0.1%
57.0
2
<0.1%
56.0
17
<0.1%
55.0
16
<0.1%
54.0
18
<0.1%
53.0
29
0.1%
52.0
36
0.1%
51.0
28
0.1%
50.0
25
0.1%
49.0
35
0.1%
48.0
37
0.1%
V145
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
18,440
74.7%
1.0
1,476
6.0%
2.0
553
2.2%
3.0
255
1.0%
35.0
135
0.5%
4.0
109
0.4%
142.0
83
0.3%
16.0
68
0.3%
143.0
67
0.3%
32.0
67
0.3%
132.0
64
0.3%
15.0
63
0.3%
39.0
60
0.2%
5.0
59
0.2%
14.0
58
0.2%
SMALLEST VALUES
0.0
18,440
74.7%
1.0
1,476
6.0%
2.0
553
2.2%
3.0
255
1.0%
4.0
109
0.4%
5.0
59
0.2%
6.0
36
0.1%
7.0
22
<0.1%
8.0
29
0.1%
9.0
10
<0.1%
10.0
45
0.2%
11.0
48
0.2%
12.0
44
0.2%
13.0
42
0.2%
14.0
58
0.2%
LARGEST VALUES
297.0
1
<0.1%
296.0
21
<0.1%
295.0
13
<0.1%
294.0
17
<0.1%
293.0
14
<0.1%
292.0
28
0.1%
291.0
26
0.1%
290.0
10
<0.1%
289.0
12
<0.1%
288.0
25
0.1%
287.0
48
0.2%
286.0
22
<0.1%
285.0
23
<0.1%
284.0
23
<0.1%
283.0
40
0.2%
V146
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
22,552
91.3%
1.0
1,328
5.4%
2.0
454
1.8%
3.0
196
0.8%
4.0
77
0.3%
5.0
42
0.2%
6.0
18
<0.1%
11.0
10
<0.1%
7.0
7
<0.1%
8.0
6
<0.1%
24.0
3
<0.1%
16.0
2
<0.1%
12.0
1
<0.1%
17.0
1
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
22,552
91.3%
1.0
1,328
5.4%
2.0
454
1.8%
3.0
196
0.8%
4.0
77
0.3%
5.0
42
0.2%
6.0
18
<0.1%
7.0
7
<0.1%
8.0
6
<0.1%
10.0
1
<0.1%
11.0
10
<0.1%
12.0
1
<0.1%
14.0
1
<0.1%
16.0
2
<0.1%
17.0
1
<0.1%
LARGEST VALUES
24.0
3
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
14.0
1
<0.1%
12.0
1
<0.1%
11.0
10
<0.1%
10.0
1
<0.1%
8.0
6
<0.1%
7.0
7
<0.1%
6.0
18
<0.1%
5.0
42
0.2%
4.0
77
0.3%
3.0
196
0.8%
2.0
454
1.8%
1.0
1,328
5.4%
V147
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
22,495
91.1%
1.0
1,322
5.4%
2.0
469
1.9%
3.0
207
0.8%
4.0
87
0.4%
5.0
43
0.2%
6.0
20
<0.1%
11.0
17
<0.1%
7.0
13
<0.1%
8.0
9
<0.1%
16.0
4
<0.1%
12.0
2
<0.1%
13.0
2
<0.1%
10.0
2
<0.1%
17.0
1
<0.1%
SMALLEST VALUES
0.0
22,495
91.1%
1.0
1,322
5.4%
2.0
469
1.9%
3.0
207
0.8%
4.0
87
0.4%
5.0
43
0.2%
6.0
20
<0.1%
7.0
13
<0.1%
8.0
9
<0.1%
9.0
1
<0.1%
10.0
2
<0.1%
11.0
17
<0.1%
12.0
2
<0.1%
13.0
2
<0.1%
14.0
1
<0.1%
LARGEST VALUES
26.0
1
<0.1%
25.0
1
<0.1%
24.0
1
<0.1%
17.0
1
<0.1%
16.0
4
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
13.0
2
<0.1%
12.0
2
<0.1%
11.0
17
<0.1%
10.0
2
<0.1%
9.0
1
<0.1%
8.0
9
<0.1%
7.0
13
<0.1%
6.0
20
<0.1%
V148
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,653
71.5%
0.0
6,597
26.7%
2.0
299
1.2%
3.0
80
0.3%
4.0
33
0.1%
5.0
15
<0.1%
6.0
5
<0.1%
7.0
4
<0.1%
20.0
3
<0.1%
8.0
2
<0.1%
14.0
2
<0.1%
10.0
2
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
12.0
1
<0.1%
SMALLEST VALUES
0.0
6,597
26.7%
1.0
17,653
71.5%
2.0
299
1.2%
3.0
80
0.3%
4.0
33
0.1%
5.0
15
<0.1%
6.0
5
<0.1%
7.0
4
<0.1%
8.0
2
<0.1%
9.0
1
<0.1%
10.0
2
<0.1%
12.0
1
<0.1%
14.0
2
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
20.0
3
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
14.0
2
<0.1%
12.0
1
<0.1%
10.0
2
<0.1%
9.0
1
<0.1%
8.0
2
<0.1%
7.0
4
<0.1%
6.0
5
<0.1%
5.0
15
<0.1%
4.0
33
0.1%
3.0
80
0.3%
2.0
299
1.2%
1.0
17,653
71.5%
V149
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,559
71.1%
0.0
6,589
26.7%
2.0
350
1.4%
3.0
94
0.4%
4.0
43
0.2%
5.0
18
<0.1%
6.0
18
<0.1%
7.0
10
<0.1%
10.0
3
<0.1%
14.0
3
<0.1%
8.0
3
<0.1%
20.0
3
<0.1%
9.0
2
<0.1%
12.0
2
<0.1%
15.0
1
<0.1%
SMALLEST VALUES
0.0
6,589
26.7%
1.0
17,559
71.1%
2.0
350
1.4%
3.0
94
0.4%
4.0
43
0.2%
5.0
18
<0.1%
6.0
18
<0.1%
7.0
10
<0.1%
8.0
3
<0.1%
9.0
2
<0.1%
10.0
3
<0.1%
12.0
2
<0.1%
14.0
3
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
20.0
3
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
14.0
3
<0.1%
12.0
2
<0.1%
10.0
3
<0.1%
9.0
2
<0.1%
8.0
3
<0.1%
7.0
10
<0.1%
6.0
18
<0.1%
5.0
18
<0.1%
4.0
43
0.2%
3.0
94
0.4%
2.0
350
1.4%
1.0
17,559
71.1%
V150
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
1.0
20,324
82.3%
2.0
802
3.2%
3.0
149
0.6%
4.0
60
0.2%
5.0
31
0.1%
95.0
27
0.1%
97.0
25
0.1%
101.0
24
<0.1%
99.0
22
<0.1%
98.0
22
<0.1%
100.0
22
<0.1%
84.0
21
<0.1%
90.0
19
<0.1%
83.0
19
<0.1%
96.0
19
<0.1%
SMALLEST VALUES
1.0
20,324
82.3%
2.0
802
3.2%
3.0
149
0.6%
4.0
60
0.2%
5.0
31
0.1%
6.0
15
<0.1%
7.0
13
<0.1%
8.0
5
<0.1%
9.0
2
<0.1%
10.0
3
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
14.0
2
<0.1%
15.0
2
<0.1%
17.0
1
<0.1%
LARGEST VALUES
3389.0
1
<0.1%
3388.0
2
<0.1%
3387.0
1
<0.1%
3386.0
2
<0.1%
3385.0
2
<0.1%
3383.0
2
<0.1%
3380.0
2
<0.1%
3379.0
4
<0.1%
3378.0
5
<0.1%
3377.0
1
<0.1%
3376.0
5
<0.1%
3375.0
5
<0.1%
3374.0
6
<0.1%
3373.0
3
<0.1%
3372.0
10
<0.1%
V151
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
1.0
21,092
85.4%
52.0
539
2.2%
53.0
463
1.9%
54.0
343
1.4%
51.0
309
1.3%
2.0
235
1.0%
50.0
188
0.8%
55.0
152
0.6%
49.0
136
0.6%
10.0
86
0.3%
56.0
79
0.3%
11.0
76
0.3%
13.0
76
0.3%
12.0
58
0.2%
14.0
57
0.2%
SMALLEST VALUES
1.0
21,092
85.4%
2.0
235
1.0%
3.0
53
0.2%
4.0
22
<0.1%
5.0
15
<0.1%
6.0
24
<0.1%
7.0
37
0.1%
8.0
46
0.2%
9.0
52
0.2%
10.0
86
0.3%
11.0
76
0.3%
12.0
58
0.2%
13.0
76
0.3%
14.0
57
0.2%
15.0
43
0.2%
LARGEST VALUES
57.0
39
0.2%
56.0
79
0.3%
55.0
152
0.6%
54.0
343
1.4%
53.0
463
1.9%
52.0
539
2.2%
51.0
309
1.3%
50.0
188
0.8%
49.0
136
0.6%
48.0
49
0.2%
47.0
37
0.1%
46.0
30
0.1%
45.0
21
<0.1%
44.0
10
<0.1%
43.0
24
<0.1%
V152
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
1.0
20,460
82.8%
68.0
1,196
4.8%
2.0
791
3.2%
65.0
489
2.0%
67.0
391
1.6%
64.0
367
1.5%
66.0
140
0.6%
69.0
121
0.5%
53.0
106
0.4%
3.0
87
0.4%
57.0
82
0.3%
52.0
79
0.3%
56.0
71
0.3%
55.0
67
0.3%
54.0
56
0.2%
SMALLEST VALUES
1.0
20,460
82.8%
2.0
791
3.2%
3.0
87
0.4%
4.0
34
0.1%
5.0
19
<0.1%
6.0
13
<0.1%
7.0
5
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
18.0
3
<0.1%
49.0
5
<0.1%
50.0
28
0.1%
51.0
26
0.1%
52.0
79
0.3%
LARGEST VALUES
69.0
121
0.5%
68.0
1,196
4.8%
67.0
391
1.6%
66.0
140
0.6%
65.0
489
2.0%
64.0
367
1.5%
61.0
12
<0.1%
60.0
17
<0.1%
59.0
11
<0.1%
58.0
21
<0.1%
57.0
82
0.3%
56.0
71
0.3%
55.0
67
0.3%
54.0
56
0.2%
53.0
106
0.4%
V153
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,809
72.1%
0.0
6,597
26.7%
2.0
195
0.8%
3.0
54
0.2%
4.0
24
<0.1%
6.0
6
<0.1%
5.0
6
<0.1%
18.0
3
<0.1%
7.0
2
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
6,597
26.7%
1.0
17,809
72.1%
2.0
195
0.8%
3.0
54
0.2%
4.0
24
<0.1%
5.0
6
<0.1%
6.0
6
<0.1%
7.0
2
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
18.0
3
<0.1%
LARGEST VALUES
18.0
3
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
10.0
1
<0.1%
7.0
2
<0.1%
6.0
6
<0.1%
5.0
6
<0.1%
4.0
24
<0.1%
3.0
54
0.2%
2.0
195
0.8%
1.0
17,809
72.1%
0.0
6,597
26.7%
V154
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,776
72.0%
0.0
6,589
26.7%
2.0
207
0.8%
3.0
69
0.3%
4.0
28
0.1%
5.0
13
<0.1%
6.0
8
<0.1%
7.0
3
<0.1%
18.0
3
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
6,589
26.7%
1.0
17,776
72.0%
2.0
207
0.8%
3.0
69
0.3%
4.0
28
0.1%
5.0
13
<0.1%
6.0
8
<0.1%
7.0
3
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
18.0
3
<0.1%
LARGEST VALUES
18.0
3
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
10.0
1
<0.1%
7.0
3
<0.1%
6.0
8
<0.1%
5.0
13
<0.1%
4.0
28
0.1%
3.0
69
0.3%
2.0
207
0.8%
1.0
17,776
72.0%
0.0
6,589
26.7%
V155
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,631
71.4%
0.0
6,597
26.7%
2.0
305
1.2%
3.0
85
0.3%
4.0
41
0.2%
5.0
16
<0.1%
7.0
6
<0.1%
6.0
5
<0.1%
24.0
3
<0.1%
8.0
2
<0.1%
11.0
2
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
17.0
1
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
6,597
26.7%
1.0
17,631
71.4%
2.0
305
1.2%
3.0
85
0.3%
4.0
41
0.2%
5.0
16
<0.1%
6.0
5
<0.1%
7.0
6
<0.1%
8.0
2
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
11.0
2
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
LARGEST VALUES
24.0
3
<0.1%
17.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
13.0
1
<0.1%
11.0
2
<0.1%
10.0
1
<0.1%
9.0
1
<0.1%
8.0
2
<0.1%
7.0
6
<0.1%
6.0
5
<0.1%
5.0
16
<0.1%
4.0
41
0.2%
3.0
85
0.3%
2.0
305
1.2%
V156
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
17,537
71.0%
0.0
6,589
26.7%
2.0
357
1.4%
3.0
99
0.4%
4.0
51
0.2%
5.0
23
<0.1%
6.0
14
<0.1%
7.0
10
<0.1%
8.0
4
<0.1%
24.0
3
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
14.0
2
<0.1%
17.0
1
<0.1%
SMALLEST VALUES
0.0
6,589
26.7%
1.0
17,537
71.0%
2.0
357
1.4%
3.0
99
0.4%
4.0
51
0.2%
5.0
23
<0.1%
6.0
14
<0.1%
7.0
10
<0.1%
8.0
4
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
14.0
2
<0.1%
LARGEST VALUES
24.0
3
<0.1%
17.0
1
<0.1%
15.0
1
<0.1%
14.0
2
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
8.0
4
<0.1%
7.0
10
<0.1%
6.0
14
<0.1%
5.0
23
<0.1%
4.0
51
0.2%
3.0
99
0.4%
V157
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
16,658
67.4%
0.0
6,597
26.7%
2.0
1,111
4.5%
3.0
199
0.8%
4.0
79
0.3%
5.0
24
<0.1%
6.0
12
<0.1%
7.0
6
<0.1%
24.0
3
<0.1%
15.0
2
<0.1%
8.0
2
<0.1%
17.0
1
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
6,597
26.7%
1.0
16,658
67.4%
2.0
1,111
4.5%
3.0
199
0.8%
4.0
79
0.3%
5.0
24
<0.1%
6.0
12
<0.1%
7.0
6
<0.1%
8.0
2
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
LARGEST VALUES
24.0
3
<0.1%
17.0
1
<0.1%
15.0
2
<0.1%
14.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
10.0
1
<0.1%
9.0
1
<0.1%
8.0
2
<0.1%
7.0
6
<0.1%
6.0
12
<0.1%
5.0
24
<0.1%
4.0
79
0.3%
3.0
199
0.8%
2.0
1,111
4.5%
V158
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
1.0
16,496
66.8%
0.0
6,589
26.7%
2.0
1,192
4.8%
3.0
232
0.9%
4.0
96
0.4%
5.0
38
0.2%
6.0
24
<0.1%
7.0
11
<0.1%
8.0
6
<0.1%
24.0
3
<0.1%
14.0
2
<0.1%
15.0
2
<0.1%
9.0
2
<0.1%
12.0
2
<0.1%
10.0
2
<0.1%
SMALLEST VALUES
0.0
6,589
26.7%
1.0
16,496
66.8%
2.0
1,192
4.8%
3.0
232
0.9%
4.0
96
0.4%
5.0
38
0.2%
6.0
24
<0.1%
7.0
11
<0.1%
8.0
6
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
14.0
2
<0.1%
15.0
2
<0.1%
LARGEST VALUES
24.0
3
<0.1%
17.0
1
<0.1%
15.0
2
<0.1%
14.0
2
<0.1%
12.0
2
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
8.0
6
<0.1%
7.0
11
<0.1%
6.0
24
<0.1%
5.0
38
0.2%
4.0
96
0.4%
3.0
232
0.9%
2.0
1,192
4.8%
V159
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
20,594
83.4%
100.0
116
0.5%
50.0
83
0.3%
106.0
63
0.3%
265.0
56
0.2%
25.0
52
0.2%
20.0
49
0.2%
181.0
46
0.2%
10.0
38
0.2%
30.0
27
0.1%
150.0
27
0.1%
15.0
23
<0.1%
1000.0
19
<0.1%
40.0
18
<0.1%
300.0
16
<0.1%
SMALLEST VALUES
0.0
20,594
83.4%
5.0
16
<0.1%
6.0
1
<0.1%
8.0
5
<0.1%
9.0
2
<0.1%
10.0
38
0.2%
12.0
1
<0.1%
13.0
2
<0.1%
14.0
1
<0.1%
15.0
23
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
1
<0.1%
20.0
49
0.2%
25.0
52
0.2%
LARGEST VALUES
44061.9296875
1
<0.1%
43911.9296875
1
<0.1%
43891.9296875
1
<0.1%
43861.9296875
1
<0.1%
43811.9296875
1
<0.1%
43771.9296875
2
<0.1%
43721.9296875
1
<0.1%
43716.9296875
1
<0.1%
43681.9296875
2
<0.1%
43641.9296875
1
<0.1%
43621.9296875
1
<0.1%
43616.9296875
1
<0.1%
43606.9296875
1
<0.1%
43566.9296875
1
<0.1%
43551.9296875
1
<0.1%
V160
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
19,089
77.3%
2401.0
275
1.1%
50.0
180
0.7%
100.0
130
0.5%
1359.0
110
0.4%
150.0
91
0.4%
25.0
76
0.3%
20.0
64
0.3%
200.0
59
0.2%
30.0
52
0.2%
75.0
46
0.2%
300.0
42
0.2%
40.0
36
0.1%
60.0
33
0.1%
125.0
32
0.1%
SMALLEST VALUES
0.0
19,089
77.3%
5.0
14
<0.1%
6.0
3
<0.1%
7.0
2
<0.1%
7.5
1
<0.1%
8.75
2
<0.1%
10.0
31
0.1%
12.0
1
<0.1%
14.0
1
<0.1%
15.0
31
0.1%
17.0
2
<0.1%
18.0
1
<0.1%
19.0
1
<0.1%
20.0
64
0.3%
21.0
1
<0.1%
LARGEST VALUES
641271.4375
1
<0.1%
641246.4375
1
<0.1%
641216.4375
2
<0.1%
641191.4375
1
<0.1%
641116.4375
1
<0.1%
641066.4375
1
<0.1%
641052.4375
1
<0.1%
641007.4375
1
<0.1%
640891.4375
1
<0.1%
640866.4375
1
<0.1%
640766.4375
1
<0.1%
640751.4375
1
<0.1%
640736.4375
1
<0.1%
640621.4375
1
<0.1%
640460.4375
1
<0.1%
V161
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
23,854
96.6%
50.0
155
0.6%
100.0
112
0.5%
25.0
76
0.3%
150.0
54
0.2%
20.0
52
0.2%
40.0
42
0.2%
200.0
35
0.1%
30.0
31
0.1%
75.0
31
0.1%
15.0
28
0.1%
300.0
25
0.1%
10.0
23
<0.1%
125.0
20
<0.1%
250.0
14
<0.1%
SMALLEST VALUES
0.0
23,854
96.6%
5.0
9
<0.1%
7.0
3
<0.1%
7.5
1
<0.1%
8.75
1
<0.1%
10.0
23
<0.1%
15.0
28
0.1%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
1
<0.1%
20.0
52
0.2%
25.0
76
0.3%
30.0
31
0.1%
33.0
2
<0.1%
35.0
10
<0.1%
LARGEST VALUES
3300.0
1
<0.1%
3000.0
6
<0.1%
2000.0
1
<0.1%
1200.0
3
<0.1%
1000.0
11
<0.1%
700.0
1
<0.1%
650.0
2
<0.1%
600.0
3
<0.1%
500.0
9
<0.1%
475.0
1
<0.1%
450.0
10
<0.1%
400.0
13
<0.1%
375.0
2
<0.1%
350.0
1
<0.1%
325.0
1
<0.1%
V162
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
23,793
96.3%
50.0
142
0.6%
100.0
106
0.4%
150.0
65
0.3%
25.0
58
0.2%
200.0
41
0.2%
20.0
35
0.1%
30.0
35
0.1%
75.0
28
0.1%
300.0
26
0.1%
40.0
25
0.1%
15.0
23
<0.1%
125.0
22
<0.1%
10.0
16
<0.1%
250.0
14
<0.1%
SMALLEST VALUES
0.0
23,793
96.3%
5.0
9
<0.1%
7.0
2
<0.1%
7.5
1
<0.1%
8.75
1
<0.1%
10.0
16
<0.1%
14.0
3
<0.1%
15.0
23
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
20.0
35
0.1%
25.0
58
0.2%
30.0
35
0.1%
33.0
2
<0.1%
35.0
12
<0.1%
LARGEST VALUES
3300.0
1
<0.1%
3000.0
6
<0.1%
2000.0
1
<0.1%
1300.0
2
<0.1%
1200.0
3
<0.1%
1140.0
1
<0.1%
1120.0
1
<0.1%
1070.0
1
<0.1%
1050.0
1
<0.1%
1045.0
2
<0.1%
1000.0
12
<0.1%
995.0
1
<0.1%
945.0
1
<0.1%
870.0
2
<0.1%
820.0
1
<0.1%
V163
MISSING:
152,463
(86%)
MOST FREQUENT VALUES
0.0
23,833
96.5%
50.0
158
0.6%
100.0
104
0.4%
150.0
61
0.2%
25.0
61
0.2%
20.0
45
0.2%
200.0
40
0.2%
30.0
30
0.1%
75.0
26
0.1%
300.0
24
<0.1%
40.0
24
<0.1%
125.0
23
<0.1%
15.0
21
<0.1%
10.0
19
<0.1%
400.0
15
<0.1%
SMALLEST VALUES
0.0
23,833
96.5%
5.0
9
<0.1%
7.0
3
<0.1%
7.5
1
<0.1%
8.75
1
<0.1%
10.0
19
<0.1%
15.0
21
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
20.0
45
0.2%
25.0
61
0.2%
30.0
30
0.1%
33.0
1
<0.1%
35.0
11
<0.1%
38.0
1
<0.1%
LARGEST VALUES
3300.0
1
<0.1%
3000.0
6
<0.1%
2000.0
1
<0.1%
1200.0
3
<0.1%
1000.0
12
<0.1%
700.0
1
<0.1%
650.0
2
<0.1%
610.0
1
<0.1%
600.0
3
<0.1%
500.0
9
<0.1%
485.0
2
<0.1%
475.0
1
<0.1%
470.0
2
<0.1%
450.0
11
<0.1%
445.0
1
<0.1%
V164
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
19,188
77.7%
100.0
301
1.2%
200.0
252
1.0%
150.0
228
0.9%
300.0
201
0.8%
50.0
169
0.7%
400.0
90
0.4%
600.0
86
0.3%
450.0
77
0.3%
75.0
75
0.3%
250.0
70
0.3%
25.0
64
0.3%
500.0
54
0.2%
30.0
48
0.2%
2665.0
37
0.1%
SMALLEST VALUES
0.0
19,188
77.7%
5.0
6
<0.1%
10.0
6
<0.1%
12.0
2
<0.1%
15.0
11
<0.1%
18.0
1
<0.1%
20.0
11
<0.1%
23.0
1
<0.1%
25.0
64
0.3%
30.0
48
0.2%
35.0
5
<0.1%
36.0
3
<0.1%
40.0
28
0.1%
45.0
7
<0.1%
50.0
169
0.7%
LARGEST VALUES
93100.0
1
<0.1%
92888.0
1
<0.1%
92782.0
1
<0.1%
92146.0
1
<0.1%
91828.0
1
<0.1%
91404.0
1
<0.1%
91298.0
1
<0.1%
91192.0
1
<0.1%
90874.0
1
<0.1%
90450.0
1
<0.1%
90238.0
1
<0.1%
90026.0
1
<0.1%
89920.0
1
<0.1%
89814.0
1
<0.1%
89708.0
1
<0.1%
V165
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
18,799
76.1%
100.0
286
1.2%
150.0
223
0.9%
200.0
218
0.9%
300.0
195
0.8%
50.0
154
0.6%
400.0
88
0.4%
600.0
83
0.3%
75.0
67
0.3%
500.0
61
0.2%
250.0
59
0.2%
25.0
52
0.2%
450.0
48
0.2%
14060.0
44
0.2%
30.0
36
0.1%
SMALLEST VALUES
0.0
18,799
76.1%
5.0
6
<0.1%
8.0
1
<0.1%
10.0
6
<0.1%
12.0
2
<0.1%
15.0
9
<0.1%
20.0
12
<0.1%
23.0
1
<0.1%
25.0
52
0.2%
30.0
36
0.1%
33.0
1
<0.1%
35.0
6
<0.1%
40.0
24
<0.1%
45.0
11
<0.1%
50.0
154
0.6%
LARGEST VALUES
98364.0
1
<0.1%
98252.0
1
<0.1%
97748.0
1
<0.1%
97636.0
1
<0.1%
97580.0
1
<0.1%
97474.0
1
<0.1%
97156.0
1
<0.1%
97050.0
1
<0.1%
96744.0
1
<0.1%
96532.0
1
<0.1%
96426.0
1
<0.1%
96308.0
5
<0.1%
96212.0
8
<0.1%
95790.0
1
<0.1%
95598.0
1
<0.1%
V166
MISSING:
152,462
(86%)
MOST FREQUENT VALUES
0.0
18,797
76.1%
100.0
444
1.8%
200.0
295
1.2%
1165.0
260
1.1%
300.0
220
0.9%
150.0
207
0.8%
50.0
196
0.8%
500.0
119
0.5%
400.0
117
0.5%
250.0
108
0.4%
600.0
99
0.4%
450.0
77
0.3%
25.0
72
0.3%
1000.0
61
0.2%
1551.0
59
0.2%
SMALLEST VALUES
0.0
18,797
76.1%
5.0
7
<0.1%
6.0
5
<0.1%
8.0
1
<0.1%
9.0
1
<0.1%
10.0
22
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
15.0
20
<0.1%
17.0
1
<0.1%
20.0
28
0.1%
21.0
1
<0.1%
22.0
1
<0.1%
25.0
72
0.3%
26.0
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
9400.0
1
<0.1%
9000.0
2
<0.1%
8250.0
8
<0.1%
8000.0
2
<0.1%
7000.0
1
<0.1%
V167
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
31,781
75.9%
1.0
4,685
11.2%
2.0
2,060
4.9%
3.0
1,098
2.6%
4.0
653
1.6%
5.0
322
0.8%
6.0
222
0.5%
7.0
142
0.3%
8.0
102
0.2%
9.0
76
0.2%
10.0
57
0.1%
11.0
45
0.1%
12.0
34
<0.1%
13.0
25
<0.1%
14.0
23
<0.1%
SMALLEST VALUES
0.0
31,781
75.9%
1.0
4,685
11.2%
2.0
2,060
4.9%
3.0
1,098
2.6%
4.0
653
1.6%
5.0
322
0.8%
6.0
222
0.5%
7.0
142
0.3%
8.0
102
0.2%
9.0
76
0.2%
10.0
57
0.1%
11.0
45
0.1%
12.0
34
<0.1%
13.0
25
<0.1%
14.0
23
<0.1%
LARGEST VALUES
866.0
1
<0.1%
864.0
1
<0.1%
863.0
1
<0.1%
857.0
1
<0.1%
854.0
1
<0.1%
850.0
1
<0.1%
849.0
1
<0.1%
848.0
1
<0.1%
845.0
1
<0.1%
841.0
1
<0.1%
839.0
1
<0.1%
837.0
1
<0.1%
836.0
1
<0.1%
835.0
1
<0.1%
834.0
1
<0.1%
V168
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
30,440
72.7%
1.0
4,947
11.8%
2.0
2,265
5.4%
3.0
1,254
3.0%
4.0
742
1.8%
5.0
422
1.0%
6.0
300
0.7%
7.0
195
0.5%
8.0
125
0.3%
9.0
102
0.2%
10.0
86
0.2%
11.0
66
0.2%
12.0
42
0.1%
14.0
36
<0.1%
13.0
33
<0.1%
SMALLEST VALUES
0.0
30,440
72.7%
1.0
4,947
11.8%
2.0
2,265
5.4%
3.0
1,254
3.0%
4.0
742
1.8%
5.0
422
1.0%
6.0
300
0.7%
7.0
195
0.5%
8.0
125
0.3%
9.0
102
0.2%
10.0
86
0.2%
11.0
66
0.2%
12.0
42
0.1%
13.0
33
<0.1%
14.0
36
<0.1%
LARGEST VALUES
962.0
1
<0.1%
960.0
1
<0.1%
951.0
1
<0.1%
949.0
1
<0.1%
948.0
1
<0.1%
947.0
1
<0.1%
944.0
1
<0.1%
943.0
1
<0.1%
935.0
1
<0.1%
934.0
1
<0.1%
933.0
1
<0.1%
931.0
2
<0.1%
930.0
4
<0.1%
929.0
2
<0.1%
928.0
1
<0.1%
V169
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
39,284
93.6%
1.0
1,216
2.9%
2.0
527
1.3%
3.0
331
0.8%
4.0
209
0.5%
6.0
107
0.3%
5.0
105
0.3%
7.0
52
0.1%
8.0
34
<0.1%
9.0
22
<0.1%
13.0
15
<0.1%
11.0
15
<0.1%
15.0
8
<0.1%
10.0
8
<0.1%
12.0
8
<0.1%
SMALLEST VALUES
0.0
39,284
93.6%
1.0
1,216
2.9%
2.0
527
1.3%
3.0
331
0.8%
4.0
209
0.5%
5.0
105
0.3%
6.0
107
0.3%
7.0
52
0.1%
8.0
34
<0.1%
9.0
22
<0.1%
10.0
8
<0.1%
11.0
15
<0.1%
12.0
8
<0.1%
13.0
15
<0.1%
14.0
7
<0.1%
LARGEST VALUES
18.0
5
<0.1%
16.0
2
<0.1%
15.0
8
<0.1%
14.0
7
<0.1%
13.0
15
<0.1%
12.0
8
<0.1%
11.0
15
<0.1%
10.0
8
<0.1%
9.0
22
<0.1%
8.0
34
<0.1%
7.0
52
0.1%
6.0
107
0.3%
5.0
105
0.3%
4.0
209
0.5%
3.0
331
0.8%
V170
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
30,428
72.5%
2.0
4,300
10.2%
0.0
2,852
6.8%
3.0
1,906
4.5%
4.0
980
2.3%
5.0
583
1.4%
6.0
257
0.6%
7.0
191
0.5%
8.0
124
0.3%
9.0
70
0.2%
10.0
46
0.1%
11.0
36
<0.1%
14.0
31
<0.1%
12.0
26
<0.1%
13.0
17
<0.1%
SMALLEST VALUES
0.0
2,852
6.8%
1.0
30,428
72.5%
2.0
4,300
10.2%
3.0
1,906
4.5%
4.0
980
2.3%
5.0
583
1.4%
6.0
257
0.6%
7.0
191
0.5%
8.0
124
0.3%
9.0
70
0.2%
10.0
46
0.1%
11.0
36
<0.1%
12.0
26
<0.1%
13.0
17
<0.1%
14.0
31
<0.1%
LARGEST VALUES
47.0
1
<0.1%
44.0
1
<0.1%
43.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
2
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
12
<0.1%
36.0
2
<0.1%
35.0
1
<0.1%
34.0
2
<0.1%
33.0
4
<0.1%
32.0
2
<0.1%
31.0
1
<0.1%
V171
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
28,995
69.1%
2.0
4,536
10.8%
0.0
2,810
6.7%
3.0
2,084
5.0%
4.0
1,133
2.7%
5.0
655
1.6%
14.0
440
1.0%
6.0
380
0.9%
7.0
224
0.5%
8.0
175
0.4%
9.0
111
0.3%
10.0
69
0.2%
11.0
63
0.2%
12.0
42
0.1%
13.0
33
<0.1%
SMALLEST VALUES
0.0
2,810
6.7%
1.0
28,995
69.1%
2.0
4,536
10.8%
3.0
2,084
5.0%
4.0
1,133
2.7%
5.0
655
1.6%
6.0
380
0.9%
7.0
224
0.5%
8.0
175
0.4%
9.0
111
0.3%
10.0
69
0.2%
11.0
63
0.2%
12.0
42
0.1%
13.0
33
<0.1%
14.0
440
1.0%
LARGEST VALUES
61.0
1
<0.1%
56.0
1
<0.1%
55.0
1
<0.1%
52.0
1
<0.1%
50.0
1
<0.1%
49.0
1
<0.1%
47.0
1
<0.1%
45.0
1
<0.1%
44.0
2
<0.1%
43.0
3
<0.1%
42.0
2
<0.1%
41.0
2
<0.1%
40.0
2
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
V172
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
38,675
92.3%
1.0
2,561
6.1%
2.0
425
1.0%
3.0
90
0.2%
4.0
20
<0.1%
5.0
13
<0.1%
6.0
13
<0.1%
7.0
11
<0.1%
8.0
8
<0.1%
10.0
7
<0.1%
13.0
7
<0.1%
12.0
7
<0.1%
15.0
6
<0.1%
9.0
6
<0.1%
17.0
5
<0.1%
SMALLEST VALUES
0.0
38,675
92.3%
1.0
2,561
6.1%
2.0
425
1.0%
3.0
90
0.2%
4.0
20
<0.1%
5.0
13
<0.1%
6.0
13
<0.1%
7.0
11
<0.1%
8.0
8
<0.1%
9.0
6
<0.1%
10.0
7
<0.1%
11.0
3
<0.1%
12.0
7
<0.1%
13.0
7
<0.1%
14.0
4
<0.1%
LARGEST VALUES
30.0
2
<0.1%
29.0
2
<0.1%
28.0
3
<0.1%
27.0
3
<0.1%
26.0
2
<0.1%
25.0
2
<0.1%
24.0
4
<0.1%
22.0
2
<0.1%
21.0
4
<0.1%
20.0
5
<0.1%
19.0
3
<0.1%
18.0
4
<0.1%
17.0
5
<0.1%
16.0
2
<0.1%
15.0
6
<0.1%
V173
MISSING:
135,263
(76%)
TOP CATEGORIES
isFraud
0.0
39,869
95%
3,329
8%
1.0
1,772
4%
116
7%
2.0
199
<1%
2
1%
3.0
51
<1%
3
6%
4.0
4
<1%
0
0%
6.0
3
<1%
0
0%
5.0
1
<1%
0
0%
ALL
41,899
100%
6,341
4%
V174
MISSING:
135,207
(76%)
TOP CATEGORIES
isFraud
0.0
37,163
89%
3,004
8%
1.0
4,264
10%
424
10%
2.0
442
1%
25
6%
3.0
73
<1%
7
10%
4.0
9
<1%
2
22%
5.0
2
<1%
0
0%
6.0
1
<1%
0
0%
8.0
1
<1%
0
0%
ALL
41,955
100%
6,341
4%
V175
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
37,071
88.4%
1.0
3,551
8.5%
2.0
576
1.4%
7.0
422
1.0%
3.0
164
0.4%
4.0
75
0.2%
5.0
34
<0.1%
6.0
27
<0.1%
8.0
18
<0.1%
9.0
15
<0.1%
13.0
1
<0.1%
11.0
1
<0.1%
SMALLEST VALUES
0.0
37,071
88.4%
1.0
3,551
8.5%
2.0
576
1.4%
3.0
164
0.4%
4.0
75
0.2%
5.0
34
<0.1%
6.0
27
<0.1%
7.0
422
1.0%
8.0
18
<0.1%
9.0
15
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
1
<0.1%
9.0
15
<0.1%
8.0
18
<0.1%
7.0
422
1.0%
6.0
27
<0.1%
5.0
34
<0.1%
4.0
75
0.2%
3.0
164
0.4%
2.0
576
1.4%
1.0
3,551
8.5%
0.0
37,071
88.4%
V176
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
36,030
86.0%
2.0
3,225
7.7%
3.0
1,061
2.5%
4.0
535
1.3%
5.0
318
0.8%
6.0
184
0.4%
7.0
127
0.3%
8.0
80
0.2%
9.0
54
0.1%
10.0
38
<0.1%
11.0
32
<0.1%
12.0
28
<0.1%
13.0
20
<0.1%
14.0
16
<0.1%
15.0
13
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
36,030
86.0%
2.0
3,225
7.7%
3.0
1,061
2.5%
4.0
535
1.3%
5.0
318
0.8%
6.0
184
0.4%
7.0
127
0.3%
8.0
80
0.2%
9.0
54
0.1%
10.0
38
<0.1%
11.0
32
<0.1%
12.0
28
<0.1%
13.0
20
<0.1%
14.0
16
<0.1%
LARGEST VALUES
47.0
2
<0.1%
46.0
1
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
43.0
1
<0.1%
41.0
1
<0.1%
40.0
2
<0.1%
39.0
3
<0.1%
38.0
2
<0.1%
37.0
4
<0.1%
36.0
5
<0.1%
35.0
5
<0.1%
34.0
4
<0.1%
33.0
3
<0.1%
32.0
2
<0.1%
V177
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
36,196
86.4%
1.0
2,316
5.5%
2.0
1,222
2.9%
3.0
674
1.6%
4.0
364
0.9%
5.0
207
0.5%
6.0
128
0.3%
7.0
96
0.2%
8.0
65
0.2%
9.0
48
0.1%
11.0
29
<0.1%
10.0
28
<0.1%
12.0
22
<0.1%
13.0
21
<0.1%
14.0
17
<0.1%
SMALLEST VALUES
0.0
36,196
86.4%
1.0
2,316
5.5%
2.0
1,222
2.9%
3.0
674
1.6%
4.0
364
0.9%
5.0
207
0.5%
6.0
128
0.3%
7.0
96
0.2%
8.0
65
0.2%
9.0
48
0.1%
10.0
28
<0.1%
11.0
29
<0.1%
12.0
22
<0.1%
13.0
21
<0.1%
14.0
17
<0.1%
LARGEST VALUES
855.0
1
<0.1%
853.0
1
<0.1%
852.0
1
<0.1%
846.0
1
<0.1%
843.0
1
<0.1%
839.0
1
<0.1%
838.0
1
<0.1%
837.0
1
<0.1%
834.0
1
<0.1%
830.0
1
<0.1%
828.0
1
<0.1%
826.0
1
<0.1%
825.0
1
<0.1%
824.0
1
<0.1%
823.0
1
<0.1%
V178
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
35,540
84.8%
1.0
2,261
5.4%
2.0
1,248
3.0%
3.0
723
1.7%
4.0
406
1.0%
5.0
253
0.6%
6.0
169
0.4%
7.0
112
0.3%
8.0
93
0.2%
9.0
67
0.2%
10.0
53
0.1%
11.0
36
<0.1%
12.0
33
<0.1%
13.0
30
<0.1%
15.0
27
<0.1%
SMALLEST VALUES
0.0
35,540
84.8%
1.0
2,261
5.4%
2.0
1,248
3.0%
3.0
723
1.7%
4.0
406
1.0%
5.0
253
0.6%
6.0
169
0.4%
7.0
112
0.3%
8.0
93
0.2%
9.0
67
0.2%
10.0
53
0.1%
11.0
36
<0.1%
12.0
33
<0.1%
13.0
30
<0.1%
14.0
26
<0.1%
LARGEST VALUES
1235.0
8
<0.1%
1231.0
1
<0.1%
1229.0
1
<0.1%
1220.0
1
<0.1%
1218.0
1
<0.1%
1217.0
1
<0.1%
1216.0
1
<0.1%
1213.0
1
<0.1%
1212.0
1
<0.1%
1205.0
5
<0.1%
1198.0
1
<0.1%
1196.0
1
<0.1%
1195.0
1
<0.1%
1189.0
1
<0.1%
1186.0
1
<0.1%
V179
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
35,801
85.4%
1.0
2,262
5.4%
2.0
1,231
2.9%
3.0
706
1.7%
4.0
407
1.0%
5.0
228
0.5%
6.0
158
0.4%
7.0
107
0.3%
8.0
85
0.2%
9.0
53
0.1%
10.0
49
0.1%
13.0
40
<0.1%
11.0
38
<0.1%
12.0
32
<0.1%
14.0
26
<0.1%
SMALLEST VALUES
0.0
35,801
85.4%
1.0
2,262
5.4%
2.0
1,231
2.9%
3.0
706
1.7%
4.0
407
1.0%
5.0
228
0.5%
6.0
158
0.4%
7.0
107
0.3%
8.0
85
0.2%
9.0
53
0.1%
10.0
49
0.1%
11.0
38
<0.1%
12.0
32
<0.1%
13.0
40
<0.1%
14.0
26
<0.1%
LARGEST VALUES
918.0
1
<0.1%
916.0
1
<0.1%
907.0
1
<0.1%
905.0
1
<0.1%
904.0
1
<0.1%
903.0
1
<0.1%
900.0
1
<0.1%
899.0
1
<0.1%
896.0
1
<0.1%
894.0
1
<0.1%
893.0
1
<0.1%
892.0
13
<0.1%
887.0
1
<0.1%
885.0
1
<0.1%
884.0
2
<0.1%
V180
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
36,927
88.0%
1.0
2,788
6.6%
2.0
848
2.0%
3.0
305
0.7%
61.0
259
0.6%
4.0
133
0.3%
34.0
82
0.2%
5.0
77
0.2%
6.0
54
0.1%
30.0
34
<0.1%
31.0
28
<0.1%
23.0
23
<0.1%
11.0
22
<0.1%
7.0
19
<0.1%
8.0
19
<0.1%
SMALLEST VALUES
0.0
36,927
88.0%
1.0
2,788
6.6%
2.0
848
2.0%
3.0
305
0.7%
4.0
133
0.3%
5.0
77
0.2%
6.0
54
0.1%
7.0
19
<0.1%
8.0
19
<0.1%
9.0
14
<0.1%
10.0
9
<0.1%
11.0
22
<0.1%
12.0
11
<0.1%
13.0
6
<0.1%
14.0
9
<0.1%
LARGEST VALUES
80.0
1
<0.1%
79.0
1
<0.1%
78.0
3
<0.1%
75.0
1
<0.1%
74.0
1
<0.1%
73.0
1
<0.1%
72.0
8
<0.1%
71.0
1
<0.1%
70.0
1
<0.1%
69.0
1
<0.1%
68.0
2
<0.1%
67.0
1
<0.1%
66.0
3
<0.1%
65.0
2
<0.1%
64.0
2
<0.1%
V181
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
37,674
89.9%
1.0
2,575
6.1%
2.0
755
1.8%
11.0
292
0.7%
3.0
275
0.7%
4.0
118
0.3%
15.0
63
0.2%
5.0
46
0.1%
6.0
28
<0.1%
12.0
20
<0.1%
7.0
20
<0.1%
8.0
12
<0.1%
9.0
7
<0.1%
14.0
6
<0.1%
10.0
4
<0.1%
SMALLEST VALUES
0.0
37,674
89.9%
1.0
2,575
6.1%
2.0
755
1.8%
3.0
275
0.7%
4.0
118
0.3%
5.0
46
0.1%
6.0
28
<0.1%
7.0
20
<0.1%
8.0
12
<0.1%
9.0
7
<0.1%
10.0
4
<0.1%
11.0
292
0.7%
12.0
20
<0.1%
13.0
2
<0.1%
14.0
6
<0.1%
LARGEST VALUES
19.0
1
<0.1%
16.0
1
<0.1%
15.0
63
0.2%
14.0
6
<0.1%
13.0
2
<0.1%
12.0
20
<0.1%
11.0
292
0.7%
10.0
4
<0.1%
9.0
7
<0.1%
8.0
12
<0.1%
7.0
20
<0.1%
6.0
28
<0.1%
5.0
46
0.1%
4.0
118
0.3%
3.0
275
0.7%
V182
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
36,992
88.3%
1.0
2,716
6.5%
2.0
827
2.0%
3.0
308
0.7%
61.0
256
0.6%
4.0
139
0.3%
5.0
71
0.2%
34.0
66
0.2%
6.0
49
0.1%
11.0
26
<0.1%
31.0
25
<0.1%
30.0
21
<0.1%
19.0
21
<0.1%
12.0
19
<0.1%
15.0
19
<0.1%
SMALLEST VALUES
0.0
36,992
88.3%
1.0
2,716
6.5%
2.0
827
2.0%
3.0
308
0.7%
4.0
139
0.3%
5.0
71
0.2%
6.0
49
0.1%
7.0
16
<0.1%
8.0
15
<0.1%
9.0
14
<0.1%
10.0
14
<0.1%
11.0
26
<0.1%
12.0
19
<0.1%
13.0
13
<0.1%
14.0
16
<0.1%
LARGEST VALUES
80.0
1
<0.1%
79.0
1
<0.1%
78.0
3
<0.1%
75.0
1
<0.1%
74.0
1
<0.1%
73.0
1
<0.1%
72.0
8
<0.1%
71.0
1
<0.1%
70.0
1
<0.1%
69.0
1
<0.1%
66.0
1
<0.1%
61.0
256
0.6%
56.0
1
<0.1%
54.0
1
<0.1%
51.0
1
<0.1%
V183
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
37,254
88.9%
1.0
2,647
6.3%
2.0
783
1.9%
3.0
308
0.7%
27.0
200
0.5%
4.0
142
0.3%
30.0
114
0.3%
5.0
75
0.2%
6.0
42
0.1%
7.0
34
<0.1%
11.0
31
<0.1%
8.0
27
<0.1%
31.0
27
<0.1%
13.0
25
<0.1%
12.0
22
<0.1%
SMALLEST VALUES
0.0
37,254
88.9%
1.0
2,647
6.3%
2.0
783
1.9%
3.0
308
0.7%
4.0
142
0.3%
5.0
75
0.2%
6.0
42
0.1%
7.0
34
<0.1%
8.0
27
<0.1%
9.0
14
<0.1%
10.0
20
<0.1%
11.0
31
<0.1%
12.0
22
<0.1%
13.0
25
<0.1%
14.0
18
<0.1%
LARGEST VALUES
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
6
<0.1%
36.0
9
<0.1%
35.0
2
<0.1%
34.0
3
<0.1%
33.0
3
<0.1%
32.0
7
<0.1%
31.0
27
<0.1%
30.0
114
0.3%
29.0
3
<0.1%
28.0
2
<0.1%
27.0
200
0.5%
V184
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
38,393
91.5%
1.0
2,475
5.9%
2.0
681
1.6%
3.0
247
0.6%
4.0
85
0.2%
5.0
35
<0.1%
6.0
12
<0.1%
8.0
11
<0.1%
11.0
6
<0.1%
7.0
6
<0.1%
16.0
1
<0.1%
10.0
1
<0.1%
15.0
1
<0.1%
9.0
1
<0.1%
SMALLEST VALUES
0.0
38,393
91.5%
1.0
2,475
5.9%
2.0
681
1.6%
3.0
247
0.6%
4.0
85
0.2%
5.0
35
<0.1%
6.0
12
<0.1%
7.0
6
<0.1%
8.0
11
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
11.0
6
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
1
<0.1%
11.0
6
<0.1%
10.0
1
<0.1%
9.0
1
<0.1%
8.0
11
<0.1%
7.0
6
<0.1%
6.0
12
<0.1%
5.0
35
<0.1%
4.0
85
0.2%
3.0
247
0.6%
2.0
681
1.6%
1.0
2,475
5.9%
0.0
38,393
91.5%
V185
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
37,840
90.2%
1.0
2,514
6.0%
2.0
710
1.7%
3.0
680
1.6%
4.0
110
0.3%
5.0
37
<0.1%
6.0
23
<0.1%
7.0
7
<0.1%
11.0
7
<0.1%
9.0
6
<0.1%
8.0
6
<0.1%
10.0
3
<0.1%
16.0
2
<0.1%
15.0
2
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
37,840
90.2%
1.0
2,514
6.0%
2.0
710
1.7%
3.0
680
1.6%
4.0
110
0.3%
5.0
37
<0.1%
6.0
23
<0.1%
7.0
7
<0.1%
8.0
6
<0.1%
9.0
6
<0.1%
10.0
3
<0.1%
11.0
7
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
LARGEST VALUES
31.0
1
<0.1%
30.0
1
<0.1%
29.0
1
<0.1%
21.0
1
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
15.0
2
<0.1%
14.0
1
<0.1%
13.0
1
<0.1%
12.0
1
<0.1%
11.0
7
<0.1%
10.0
3
<0.1%
9.0
6
<0.1%
8.0
6
<0.1%
7.0
7
<0.1%
V186
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
39,634
94.6%
2.0
1,438
3.4%
3.0
305
0.7%
4.0
134
0.3%
5.0
88
0.2%
6.0
62
0.1%
7.0
43
0.1%
8.0
34
<0.1%
9.0
23
<0.1%
10.0
16
<0.1%
11.0
15
<0.1%
20.0
11
<0.1%
15.0
9
<0.1%
21.0
7
<0.1%
29.0
7
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
39,634
94.6%
2.0
1,438
3.4%
3.0
305
0.7%
4.0
134
0.3%
5.0
88
0.2%
6.0
62
0.1%
7.0
43
0.1%
8.0
34
<0.1%
9.0
23
<0.1%
10.0
16
<0.1%
11.0
15
<0.1%
12.0
6
<0.1%
13.0
7
<0.1%
14.0
3
<0.1%
LARGEST VALUES
37.0
1
<0.1%
35.0
2
<0.1%
33.0
2
<0.1%
32.0
1
<0.1%
31.0
4
<0.1%
30.0
2
<0.1%
29.0
7
<0.1%
28.0
3
<0.1%
27.0
1
<0.1%
26.0
6
<0.1%
25.0
2
<0.1%
24.0
6
<0.1%
23.0
2
<0.1%
22.0
5
<0.1%
21.0
7
<0.1%
V187
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
38,990
93.1%
2.0
1,781
4.3%
3.0
358
0.9%
4.0
145
0.3%
5.0
85
0.2%
6.0
57
0.1%
7.0
45
0.1%
8.0
31
<0.1%
12.0
23
<0.1%
9.0
19
<0.1%
13.0
16
<0.1%
10.0
14
<0.1%
11.0
13
<0.1%
18.0
11
<0.1%
83.0
8
<0.1%
SMALLEST VALUES
1.0
38,990
93.1%
2.0
1,781
4.3%
3.0
358
0.9%
4.0
145
0.3%
5.0
85
0.2%
6.0
57
0.1%
7.0
45
0.1%
8.0
31
<0.1%
9.0
19
<0.1%
10.0
14
<0.1%
11.0
13
<0.1%
12.0
23
<0.1%
13.0
16
<0.1%
14.0
8
<0.1%
15.0
2
<0.1%
LARGEST VALUES
217.0
1
<0.1%
216.0
2
<0.1%
215.0
3
<0.1%
214.0
5
<0.1%
211.0
1
<0.1%
208.0
1
<0.1%
205.0
2
<0.1%
203.0
1
<0.1%
200.0
2
<0.1%
199.0
1
<0.1%
197.0
3
<0.1%
195.0
3
<0.1%
192.0
1
<0.1%
190.0
2
<0.1%
189.0
3
<0.1%
V188
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
37,215
88.7%
0.0
2,852
6.8%
2.0
1,331
3.2%
3.0
250
0.6%
4.0
106
0.3%
6.0
55
0.1%
5.0
53
0.1%
7.0
32
<0.1%
11.0
14
<0.1%
10.0
10
<0.1%
8.0
7
<0.1%
14.0
6
<0.1%
9.0
6
<0.1%
12.0
2
<0.1%
18.0
2
<0.1%
SMALLEST VALUES
0.0
2,852
6.8%
1.0
37,215
88.7%
2.0
1,331
3.2%
3.0
250
0.6%
4.0
106
0.3%
5.0
53
0.1%
6.0
55
0.1%
7.0
32
<0.1%
8.0
7
<0.1%
9.0
6
<0.1%
10.0
10
<0.1%
11.0
14
<0.1%
12.0
2
<0.1%
13.0
1
<0.1%
14.0
6
<0.1%
LARGEST VALUES
30.0
2
<0.1%
26.0
1
<0.1%
25.0
2
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
20.0
1
<0.1%
18.0
2
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
15.0
2
<0.1%
14.0
6
<0.1%
13.0
1
<0.1%
12.0
2
<0.1%
11.0
14
<0.1%
10.0
10
<0.1%
V189
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
36,975
88.1%
0.0
2,810
6.7%
2.0
1,451
3.5%
3.0
318
0.8%
4.0
120
0.3%
5.0
73
0.2%
6.0
43
0.1%
7.0
41
<0.1%
8.0
29
<0.1%
13.0
18
<0.1%
10.0
15
<0.1%
9.0
14
<0.1%
14.0
9
<0.1%
11.0
9
<0.1%
15.0
8
<0.1%
SMALLEST VALUES
0.0
2,810
6.7%
1.0
36,975
88.1%
2.0
1,451
3.5%
3.0
318
0.8%
4.0
120
0.3%
5.0
73
0.2%
6.0
43
0.1%
7.0
41
<0.1%
8.0
29
<0.1%
9.0
14
<0.1%
10.0
15
<0.1%
11.0
9
<0.1%
12.0
5
<0.1%
13.0
18
<0.1%
14.0
9
<0.1%
LARGEST VALUES
30.0
2
<0.1%
26.0
1
<0.1%
25.0
2
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
20.0
1
<0.1%
19.0
2
<0.1%
18.0
4
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
15.0
8
<0.1%
14.0
9
<0.1%
13.0
18
<0.1%
12.0
5
<0.1%
11.0
9
<0.1%
V190
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
38,630
92.2%
2.0
2,079
5.0%
3.0
453
1.1%
4.0
207
0.5%
5.0
119
0.3%
6.0
91
0.2%
7.0
51
0.1%
8.0
37
<0.1%
9.0
28
<0.1%
10.0
24
<0.1%
11.0
21
<0.1%
15.0
12
<0.1%
12.0
12
<0.1%
14.0
12
<0.1%
18.0
10
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
38,630
92.2%
2.0
2,079
5.0%
3.0
453
1.1%
4.0
207
0.5%
5.0
119
0.3%
6.0
91
0.2%
7.0
51
0.1%
8.0
37
<0.1%
9.0
28
<0.1%
10.0
24
<0.1%
11.0
21
<0.1%
12.0
12
<0.1%
13.0
9
<0.1%
14.0
12
<0.1%
LARGEST VALUES
41.0
1
<0.1%
39.0
1
<0.1%
37.0
4
<0.1%
36.0
4
<0.1%
35.0
1
<0.1%
34.0
3
<0.1%
32.0
5
<0.1%
31.0
6
<0.1%
30.0
5
<0.1%
29.0
5
<0.1%
28.0
7
<0.1%
27.0
5
<0.1%
26.0
5
<0.1%
25.0
1
<0.1%
24.0
5
<0.1%
V191
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
41,072
98.0%
2.0
497
1.2%
3.0
92
0.2%
4.0
46
0.1%
5.0
36
<0.1%
6.0
25
<0.1%
8.0
20
<0.1%
7.0
18
<0.1%
10.0
15
<0.1%
9.0
12
<0.1%
12.0
12
<0.1%
13.0
11
<0.1%
11.0
10
<0.1%
17.0
7
<0.1%
14.0
7
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
41,072
98.0%
2.0
497
1.2%
3.0
92
0.2%
4.0
46
0.1%
5.0
36
<0.1%
6.0
25
<0.1%
7.0
18
<0.1%
8.0
20
<0.1%
9.0
12
<0.1%
10.0
15
<0.1%
11.0
10
<0.1%
12.0
12
<0.1%
13.0
11
<0.1%
14.0
7
<0.1%
LARGEST VALUES
21.0
3
<0.1%
20.0
5
<0.1%
18.0
4
<0.1%
17.0
7
<0.1%
16.0
3
<0.1%
15.0
3
<0.1%
14.0
7
<0.1%
13.0
11
<0.1%
12.0
12
<0.1%
11.0
10
<0.1%
10.0
15
<0.1%
9.0
12
<0.1%
8.0
20
<0.1%
7.0
18
<0.1%
6.0
25
<0.1%
V192
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
40,799
97.4%
2.0
635
1.5%
3.0
101
0.2%
38.0
37
<0.1%
40.0
32
<0.1%
4.0
22
<0.1%
8.0
18
<0.1%
34.0
17
<0.1%
25.0
16
<0.1%
26.0
14
<0.1%
43.0
13
<0.1%
39.0
13
<0.1%
5.0
12
<0.1%
33.0
11
<0.1%
10.0
10
<0.1%
SMALLEST VALUES
1.0
40,799
97.4%
2.0
635
1.5%
3.0
101
0.2%
4.0
22
<0.1%
5.0
12
<0.1%
6.0
10
<0.1%
7.0
5
<0.1%
8.0
18
<0.1%
9.0
5
<0.1%
10.0
10
<0.1%
11.0
3
<0.1%
14.0
3
<0.1%
15.0
5
<0.1%
16.0
8
<0.1%
17.0
2
<0.1%
LARGEST VALUES
44.0
2
<0.1%
43.0
13
<0.1%
42.0
9
<0.1%
41.0
10
<0.1%
40.0
32
<0.1%
39.0
13
<0.1%
38.0
37
<0.1%
37.0
10
<0.1%
36.0
5
<0.1%
35.0
4
<0.1%
34.0
17
<0.1%
33.0
11
<0.1%
32.0
5
<0.1%
31.0
5
<0.1%
30.0
10
<0.1%
V193
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
40,927
97.7%
2.0
541
1.3%
3.0
85
0.2%
4.0
23
<0.1%
14.0
19
<0.1%
7.0
18
<0.1%
28.0
17
<0.1%
29.0
17
<0.1%
12.0
16
<0.1%
5.0
16
<0.1%
13.0
15
<0.1%
26.0
15
<0.1%
6.0
13
<0.1%
25.0
13
<0.1%
16.0
12
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
40,927
97.7%
2.0
541
1.3%
3.0
85
0.2%
4.0
23
<0.1%
5.0
16
<0.1%
6.0
13
<0.1%
7.0
18
<0.1%
8.0
11
<0.1%
9.0
12
<0.1%
10.0
12
<0.1%
11.0
7
<0.1%
12.0
16
<0.1%
13.0
15
<0.1%
14.0
19
<0.1%
LARGEST VALUES
36.0
6
<0.1%
35.0
4
<0.1%
34.0
1
<0.1%
33.0
4
<0.1%
32.0
8
<0.1%
31.0
4
<0.1%
30.0
11
<0.1%
29.0
17
<0.1%
28.0
17
<0.1%
27.0
7
<0.1%
26.0
15
<0.1%
25.0
13
<0.1%
24.0
7
<0.1%
23.0
5
<0.1%
22.0
7
<0.1%
V194
MISSING:
135,207
(76%)
TOP CATEGORIES
isFraud
1.0
38,630
92%
2,920
8%
0.0
2,852
7%
191
7%
2.0
380
<1%
261
69%
3.0
58
<1%
55
95%
4.0
16
<1%
16
100%
5.0
13
<1%
13
100%
6.0
5
<1%
5
100%
7.0
1
<1%
1
100%
ALL
41,955
100%
6,341
4%
V195
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
38,553
91.9%
0.0
2,810
6.7%
2.0
450
1.1%
3.0
81
0.2%
8.0
20
<0.1%
4.0
18
<0.1%
6.0
10
<0.1%
5.0
6
<0.1%
16.0
3
<0.1%
7.0
2
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
2,810
6.7%
1.0
38,553
91.9%
2.0
450
1.1%
3.0
81
0.2%
4.0
18
<0.1%
5.0
6
<0.1%
6.0
10
<0.1%
7.0
2
<0.1%
8.0
20
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
16.0
3
<0.1%
LARGEST VALUES
16.0
3
<0.1%
14.0
1
<0.1%
10.0
1
<0.1%
8.0
20
<0.1%
7.0
2
<0.1%
6.0
10
<0.1%
5.0
6
<0.1%
4.0
18
<0.1%
3.0
81
0.2%
2.0
450
1.1%
1.0
38,553
91.9%
0.0
2,810
6.7%
V196
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
41,074
98.0%
2.0
433
1.0%
3.0
112
0.3%
4.0
54
0.1%
5.0
38
<0.1%
6.0
29
<0.1%
8.0
17
<0.1%
9.0
16
<0.1%
7.0
15
<0.1%
10.0
14
<0.1%
11.0
10
<0.1%
22.0
8
<0.1%
17.0
7
<0.1%
20.0
7
<0.1%
26.0
6
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
41,074
98.0%
2.0
433
1.0%
3.0
112
0.3%
4.0
54
0.1%
5.0
38
<0.1%
6.0
29
<0.1%
7.0
15
<0.1%
8.0
17
<0.1%
9.0
16
<0.1%
10.0
14
<0.1%
11.0
10
<0.1%
12.0
3
<0.1%
13.0
5
<0.1%
14.0
3
<0.1%
LARGEST VALUES
37.0
1
<0.1%
36.0
3
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
2
<0.1%
30.0
3
<0.1%
29.0
3
<0.1%
28.0
5
<0.1%
27.0
2
<0.1%
26.0
6
<0.1%
25.0
3
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
22.0
8
<0.1%
21.0
5
<0.1%
V197
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
38,597
92.0%
0.0
2,852
6.8%
2.0
370
0.9%
3.0
76
0.2%
4.0
27
<0.1%
5.0
19
<0.1%
7.0
5
<0.1%
6.0
5
<0.1%
14.0
1
<0.1%
10.0
1
<0.1%
13.0
1
<0.1%
9.0
1
<0.1%
SMALLEST VALUES
0.0
2,852
6.8%
1.0
38,597
92.0%
2.0
370
0.9%
3.0
76
0.2%
4.0
27
<0.1%
5.0
19
<0.1%
6.0
5
<0.1%
7.0
5
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
LARGEST VALUES
14.0
1
<0.1%
13.0
1
<0.1%
10.0
1
<0.1%
9.0
1
<0.1%
7.0
5
<0.1%
6.0
5
<0.1%
5.0
19
<0.1%
4.0
27
<0.1%
3.0
76
0.2%
2.0
370
0.9%
1.0
38,597
92.0%
0.0
2,852
6.8%
V198
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
38,553
91.9%
0.0
2,810
6.7%
2.0
385
0.9%
3.0
106
0.3%
4.0
33
<0.1%
14.0
16
<0.1%
5.0
15
<0.1%
6.0
8
<0.1%
11.0
6
<0.1%
8.0
5
<0.1%
7.0
4
<0.1%
21.0
3
<0.1%
12.0
3
<0.1%
9.0
3
<0.1%
10.0
2
<0.1%
SMALLEST VALUES
0.0
2,810
6.7%
1.0
38,553
91.9%
2.0
385
0.9%
3.0
106
0.3%
4.0
33
<0.1%
5.0
15
<0.1%
6.0
8
<0.1%
7.0
4
<0.1%
8.0
5
<0.1%
9.0
3
<0.1%
10.0
2
<0.1%
11.0
6
<0.1%
12.0
3
<0.1%
13.0
2
<0.1%
14.0
16
<0.1%
LARGEST VALUES
21.0
3
<0.1%
15.0
1
<0.1%
14.0
16
<0.1%
13.0
2
<0.1%
12.0
3
<0.1%
11.0
6
<0.1%
10.0
2
<0.1%
9.0
3
<0.1%
8.0
5
<0.1%
7.0
4
<0.1%
6.0
8
<0.1%
5.0
15
<0.1%
4.0
33
<0.1%
3.0
106
0.3%
2.0
385
0.9%
V199
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
1.0
37,523
89.6%
2.0
2,810
6.7%
3.0
648
1.5%
4.0
279
0.7%
5.0
151
0.4%
6.0
98
0.2%
7.0
71
0.2%
8.0
51
0.1%
9.0
35
<0.1%
10.0
27
<0.1%
11.0
19
<0.1%
12.0
18
<0.1%
15.0
12
<0.1%
14.0
11
<0.1%
13.0
11
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0
37,523
89.6%
2.0
2,810
6.7%
3.0
648
1.5%
4.0
279
0.7%
5.0
151
0.4%
6.0
98
0.2%
7.0
71
0.2%
8.0
51
0.1%
9.0
35
<0.1%
10.0
27
<0.1%
11.0
19
<0.1%
12.0
18
<0.1%
13.0
11
<0.1%
14.0
11
<0.1%
LARGEST VALUES
44.0
1
<0.1%
42.0
1
<0.1%
40.0
3
<0.1%
39.0
2
<0.1%
38.0
3
<0.1%
37.0
3
<0.1%
36.0
2
<0.1%
35.0
2
<0.1%
34.0
1
<0.1%
33.0
6
<0.1%
32.0
10
<0.1%
31.0
4
<0.1%
30.0
5
<0.1%
29.0
9
<0.1%
28.0
5
<0.1%
V200
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
35,347
84.2%
0.0
2,852
6.8%
2.0
2,603
6.2%
3.0
518
1.2%
4.0
227
0.5%
5.0
109
0.3%
6.0
88
0.2%
7.0
45
0.1%
9.0
27
<0.1%
8.0
26
<0.1%
10.0
15
<0.1%
36.0
12
<0.1%
15.0
8
<0.1%
14.0
7
<0.1%
11.0
7
<0.1%
SMALLEST VALUES
0.0
2,852
6.8%
1.0
35,347
84.2%
2.0
2,603
6.2%
3.0
518
1.2%
4.0
227
0.5%
5.0
109
0.3%
6.0
88
0.2%
7.0
45
0.1%
8.0
26
<0.1%
9.0
27
<0.1%
10.0
15
<0.1%
11.0
7
<0.1%
12.0
6
<0.1%
13.0
5
<0.1%
14.0
7
<0.1%
LARGEST VALUES
44.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
37.0
2
<0.1%
36.0
12
<0.1%
34.0
1
<0.1%
33.0
3
<0.1%
32.0
5
<0.1%
31.0
1
<0.1%
30.0
4
<0.1%
29.0
2
<0.1%
28.0
1
<0.1%
27.0
3
<0.1%
26.0
1
<0.1%
V201
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
1.0
34,948
83.3%
2.0
2,827
6.7%
0.0
2,810
6.7%
3.0
574
1.4%
4.0
263
0.6%
5.0
136
0.3%
6.0
72
0.2%
7.0
57
0.1%
9.0
51
0.1%
8.0
43
0.1%
10.0
28
<0.1%
15.0
22
<0.1%
11.0
14
<0.1%
12.0
11
<0.1%
13.0
10
<0.1%
SMALLEST VALUES
0.0
2,810
6.7%
1.0
34,948
83.3%
2.0
2,827
6.7%
3.0
574
1.4%
4.0
263
0.6%
5.0
136
0.3%
6.0
72
0.2%
7.0
57
0.1%
8.0
43
0.1%
9.0
51
0.1%
10.0
28
<0.1%
11.0
14
<0.1%
12.0
11
<0.1%
13.0
10
<0.1%
14.0
9
<0.1%
LARGEST VALUES
55.0
1
<0.1%
50.0
1
<0.1%
49.0
1
<0.1%
48.0
1
<0.1%
46.0
1
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
42.0
2
<0.1%
41.0
1
<0.1%
40.0
2
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
37.0
3
<0.1%
36.0
1
<0.1%
34.0
1
<0.1%
V202
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
31,781
75.9%
100.0
674
1.6%
200.0
438
1.0%
50.0
413
1.0%
150.0
404
1.0%
300.0
322
0.8%
400.0
175
0.4%
250.0
146
0.3%
25.0
139
0.3%
75.0
136
0.3%
600.0
125
0.3%
500.0
117
0.3%
30.0
88
0.2%
450.0
82
0.2%
20.0
78
0.2%
SMALLEST VALUES
0.0
31,781
75.9%
0.4239999949932097
1
<0.1%
0.5830000042915344
1
<0.1%
0.8781999945640564
2
<0.1%
0.928600013256073
1
<0.1%
1.000599980354309
2
<0.1%
1.170199990272522
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
3
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
2
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.533400058746338
1
<0.1%
2.565200090408325
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
93417.0
1
<0.1%
93205.0
1
<0.1%
93099.0
1
<0.1%
92463.0
1
<0.1%
92145.0
1
<0.1%
91721.0
1
<0.1%
91615.0
1
<0.1%
91509.0
1
<0.1%
91191.0
1
<0.1%
90767.0
1
<0.1%
90555.0
1
<0.1%
90343.0
1
<0.1%
90237.0
1
<0.1%
V203
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
29,431
70.2%
100.0
724
1.7%
200.0
479
1.1%
50.0
467
1.1%
150.0
435
1.0%
300.0
347
0.8%
400.0
197
0.5%
75.0
159
0.4%
250.0
157
0.4%
25.0
156
0.4%
600.0
145
0.3%
500.0
132
0.3%
30.0
100
0.2%
40.0
86
0.2%
450.0
80
0.2%
SMALLEST VALUES
0.0
29,431
70.2%
0.4239999949932097
1
<0.1%
0.5830000042915344
1
<0.1%
0.8781999945640564
2
<0.1%
0.928600013256073
1
<0.1%
1.000599980354309
1
<0.1%
1.170199990272522
1
<0.1%
1.3085999488830566
1
<0.1%
1.7563999891281128
2
<0.1%
2.001199960708618
2
<0.1%
2.1517999172210693
1
<0.1%
2.215399980545044
2
<0.1%
2.291699886322021
1
<0.1%
2.2960000038146973
1
<0.1%
2.326200008392334
1
<0.1%
LARGEST VALUES
139524.0
1
<0.1%
139418.0
1
<0.1%
139331.0
1
<0.1%
139312.0
1
<0.1%
139221.0
1
<0.1%
138891.0
1
<0.1%
138781.0
1
<0.1%
138671.0
1
<0.1%
138337.0
1
<0.1%
138225.0
1
<0.1%
137721.0
1
<0.1%
137609.0
1
<0.1%
137553.0
1
<0.1%
137447.0
1
<0.1%
137129.0
1
<0.1%
V204
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
30,440
72.7%
100.0
702
1.7%
200.0
458
1.1%
50.0
454
1.1%
150.0
419
1.0%
300.0
332
0.8%
400.0
187
0.4%
25.0
161
0.4%
250.0
152
0.4%
75.0
151
0.4%
600.0
142
0.3%
500.0
126
0.3%
30.0
105
0.3%
40.0
92
0.2%
20.0
79
0.2%
SMALLEST VALUES
0.0
30,440
72.7%
0.4239999949932097
1
<0.1%
0.5830000042915344
1
<0.1%
0.8781999945640564
2
<0.1%
0.928600013256073
1
<0.1%
1.000599980354309
1
<0.1%
1.170199990272522
1
<0.1%
1.3085999488830566
1
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
2
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.533400058746338
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
102275.0
1
<0.1%
102163.0
1
<0.1%
101659.0
1
<0.1%
101640.0
1
<0.1%
101547.0
1
<0.1%
101491.0
1
<0.1%
101385.0
1
<0.1%
101067.0
1
<0.1%
100961.0
1
<0.1%
100113.0
1
<0.1%
100007.0
1
<0.1%
99901.0
1
<0.1%
99705.0
1
<0.1%
99583.0
1
<0.1%
V205
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
38,675
92.3%
100.0
161
0.4%
50.0
115
0.3%
150.0
72
0.2%
106.0
62
0.1%
265.0
55
0.1%
25.0
53
0.1%
20.0
53
0.1%
200.0
47
0.1%
181.0
45
0.1%
10.0
40
<0.1%
30.0
28
<0.1%
125.0
28
<0.1%
1000.0
27
<0.1%
300.0
27
<0.1%
SMALLEST VALUES
0.0
38,675
92.3%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
3.164099931716919
1
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
2
<0.1%
3.86739993095398
2
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
6025.0
1
<0.1%
5925.0
1
<0.1%
5850.0
1
<0.1%
5550.0
1
<0.1%
5425.0
1
<0.1%
5300.0
3
<0.1%
5275.0
1
<0.1%
5225.0
2
<0.1%
5075.0
1
<0.1%
5050.0
1
<0.1%
5000.0
1
<0.1%
V206
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
39,869
95.2%
100.0
82
0.2%
50.0
73
0.2%
150.0
52
0.1%
200.0
38
<0.1%
25.0
31
<0.1%
1000.0
23
<0.1%
125.0
22
<0.1%
75.0
18
<0.1%
300.0
17
<0.1%
250.0
17
<0.1%
20.0
14
<0.1%
500.0
12
<0.1%
38.01160049438477
11
<0.1%
400.0
11
<0.1%
SMALLEST VALUES
0.0
39,869
95.2%
0.2915000021457672
1
<0.1%
1.7383999824523926
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8455998897552486
2
<0.1%
3.164099931716919
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
1
<0.1%
3.8891000747680655
1
<0.1%
3.9347000122070312
1
<0.1%
3.964400053024292
1
<0.1%
3.9876999855041504
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
2250.0
1
<0.1%
2125.0
2
<0.1%
2100.0
1
<0.1%
2000.0
2
<0.1%
1800.0
4
<0.1%
1350.0
1
<0.1%
1250.0
3
<0.1%
1200.0
4
<0.1%
1175.0
1
<0.1%
1100.0
1
<0.1%
1025.0
1
<0.1%
1000.0
23
<0.1%
V207
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
36,928
88.1%
877.0
272
0.6%
50.0
178
0.4%
100.0
139
0.3%
619.0
120
0.3%
25.0
93
0.2%
150.0
82
0.2%
20.0
72
0.2%
200.0
67
0.2%
30.0
66
0.2%
40.0
46
0.1%
300.0
41
<0.1%
75.0
40
<0.1%
15.0
38
<0.1%
10.0
36
<0.1%
SMALLEST VALUES
0.0
36,928
88.1%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
1.895799994468689
1
<0.1%
2.107800006866455
3
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.941499948501587
1
<0.1%
3.164099931716919
1
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
LARGEST VALUES
24875.0
1
<0.1%
24675.0
1
<0.1%
24375.0
1
<0.1%
24325.0
3
<0.1%
24250.0
1
<0.1%
24050.0
1
<0.1%
24000.0
1
<0.1%
23975.0
2
<0.1%
23950.0
3
<0.1%
23900.0
1
<0.1%
23850.0
1
<0.1%
23800.0
1
<0.1%
23525.0
1
<0.1%
23400.0
1
<0.1%
23300.0
1
<0.1%
V208
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
37,163
88.6%
75.0
452
1.1%
50.0
218
0.5%
100.0
154
0.4%
25.0
106
0.3%
20.0
95
0.2%
200.0
92
0.2%
150.0
89
0.2%
30.0
65
0.2%
15.0
65
0.2%
40.0
54
0.1%
10.0
43
0.1%
300.0
38
<0.1%
400.0
30
<0.1%
125.0
26
<0.1%
SMALLEST VALUES
0.0
37,163
88.6%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
2.107800006866455
3
<0.1%
2.215399980545044
2
<0.1%
2.326200008392334
1
<0.1%
2.537600040435791
1
<0.1%
2.598099946975708
4
<0.1%
2.6807000637054443
2
<0.1%
2.8396999835968018
1
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
1
<0.1%
LARGEST VALUES
3300.0
1
<0.1%
3250.0
1
<0.1%
3100.0
1
<0.1%
3000.0
4
<0.1%
2500.0
2
<0.1%
2250.0
1
<0.1%
2000.0
4
<0.1%
1000.0
22
<0.1%
975.0
1
<0.1%
950.0
1
<0.1%
900.0
3
<0.1%
835.0
2
<0.1%
800.0
3
<0.1%
750.0
1
<0.1%
700.0
1
<0.1%
V209
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
36,842
87.8%
1961.0
276
0.7%
50.0
179
0.4%
100.0
140
0.3%
1084.0
119
0.3%
200.0
102
0.2%
150.0
97
0.2%
25.0
85
0.2%
20.0
51
0.1%
300.0
51
0.1%
75.0
51
0.1%
30.0
48
0.1%
40.0
30
<0.1%
2425.0
30
<0.1%
125.0
29
<0.1%
SMALLEST VALUES
0.0
36,842
87.8%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
2.107800006866455
3
<0.1%
2.215399980545044
2
<0.1%
2.326200008392334
1
<0.1%
2.537600040435791
1
<0.1%
2.598099946975708
3
<0.1%
2.6807000637054443
1
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
1
<0.1%
3.86739993095398
4
<0.1%
LARGEST VALUES
8050.0
3
<0.1%
7675.0
2
<0.1%
5950.0
2
<0.1%
4725.0
3
<0.1%
4575.0
1
<0.1%
4500.0
2
<0.1%
4225.0
1
<0.1%
4175.0
3
<0.1%
4000.0
6
<0.1%
3800.0
4
<0.1%
3775.0
3
<0.1%
3300.0
3
<0.1%
3250.0
1
<0.1%
3100.0
5
<0.1%
3000.0
4
<0.1%
V210
MISSING:
135,207
(76%)
MOST FREQUENT VALUES
0.0
37,071
88.4%
465.0
416
1.0%
50.0
205
0.5%
100.0
163
0.4%
200.0
104
0.2%
150.0
97
0.2%
25.0
88
0.2%
20.0
61
0.1%
75.0
54
0.1%
30.0
51
0.1%
300.0
41
<0.1%
40.0
36
<0.1%
15.0
31
<0.1%
125.0
28
<0.1%
10.0
27
<0.1%
SMALLEST VALUES
0.0
37,071
88.4%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
2.107800006866455
3
<0.1%
2.215399980545044
2
<0.1%
2.326200008392334
1
<0.1%
2.537600040435791
1
<0.1%
2.598099946975708
4
<0.1%
2.6807000637054443
2
<0.1%
2.8015999794006348
2
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
1
<0.1%
LARGEST VALUES
3300.0
1
<0.1%
3250.0
1
<0.1%
3100.0
1
<0.1%
3000.0
4
<0.1%
2500.0
2
<0.1%
2250.0
1
<0.1%
2000.0
4
<0.1%
1825.0
15
<0.1%
1625.0
1
<0.1%
1600.0
2
<0.1%
1475.0
1
<0.1%
1110.0
1
<0.1%
1035.0
1
<0.1%
1000.0
25
<0.1%
975.0
1
<0.1%
V211
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
36,196
86.4%
100.0
326
0.8%
150.0
216
0.5%
200.0
212
0.5%
300.0
177
0.4%
50.0
176
0.4%
75.0
68
0.2%
400.0
67
0.2%
600.0
65
0.2%
25.0
61
0.1%
250.0
53
0.1%
500.0
51
0.1%
450.0
40
<0.1%
30.0
38
<0.1%
60.0
29
<0.1%
SMALLEST VALUES
0.0
36,196
86.4%
0.2915000021457672
1
<0.1%
0.4239999949932097
1
<0.1%
0.8781999945640564
2
<0.1%
1.000599980354309
2
<0.1%
1.7563999891281128
3
<0.1%
2.001199960708618
2
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
2
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.4598000049591064
1
<0.1%
3.5127999782562256
5
<0.1%
LARGEST VALUES
92252.0
1
<0.1%
92040.0
1
<0.1%
91934.0
1
<0.1%
91298.0
1
<0.1%
90980.0
1
<0.1%
90556.0
1
<0.1%
90450.0
1
<0.1%
90344.0
1
<0.1%
90026.0
1
<0.1%
89602.0
1
<0.1%
89390.0
1
<0.1%
89178.0
1
<0.1%
89072.0
1
<0.1%
88966.0
1
<0.1%
88860.0
1
<0.1%
V212
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
35,540
84.8%
100.0
311
0.7%
150.0
218
0.5%
200.0
210
0.5%
50.0
182
0.4%
300.0
179
0.4%
400.0
81
0.2%
600.0
72
0.2%
25.0
68
0.2%
75.0
66
0.2%
250.0
49
0.1%
500.0
46
0.1%
30.0
40
<0.1%
40.0
35
<0.1%
450.0
34
<0.1%
SMALLEST VALUES
0.0
35,540
84.8%
0.2915000021457672
1
<0.1%
0.4239999949932097
1
<0.1%
0.8781999945640564
2
<0.1%
1.000599980354309
2
<0.1%
1.7563999891281128
2
<0.1%
2.001199960708618
2
<0.1%
2.215399980545044
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
1
<0.1%
2.660599946975708
1
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.5127999782562256
4
<0.1%
3.582799911499023
1
<0.1%
LARGEST VALUES
129006.0
8
<0.1%
128782.0
1
<0.1%
128670.0
1
<0.1%
128166.0
1
<0.1%
128054.0
1
<0.1%
127998.0
1
<0.1%
127892.0
1
<0.1%
127574.0
1
<0.1%
127468.0
1
<0.1%
126726.0
5
<0.1%
125984.0
1
<0.1%
125772.0
1
<0.1%
125666.0
1
<0.1%
125030.0
1
<0.1%
124712.0
1
<0.1%
V213
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
35,801
85.4%
100.0
316
0.8%
200.0
216
0.5%
150.0
215
0.5%
300.0
183
0.4%
50.0
177
0.4%
400.0
75
0.2%
600.0
70
0.2%
75.0
66
0.2%
25.0
61
0.1%
250.0
55
0.1%
500.0
52
0.1%
450.0
39
<0.1%
30.0
39
<0.1%
60.0
31
<0.1%
SMALLEST VALUES
0.0
35,801
85.4%
0.2915000021457672
1
<0.1%
0.4239999949932097
1
<0.1%
0.8781999945640564
2
<0.1%
1.000599980354309
2
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
2.001199960708618
2
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.5127999782562256
5
<0.1%
LARGEST VALUES
97516.0
1
<0.1%
97404.0
1
<0.1%
96900.0
1
<0.1%
96788.0
1
<0.1%
96732.0
1
<0.1%
96626.0
1
<0.1%
96308.0
1
<0.1%
96202.0
1
<0.1%
95896.0
1
<0.1%
95684.0
1
<0.1%
95578.0
1
<0.1%
95460.0
5
<0.1%
95274.0
8
<0.1%
94942.0
1
<0.1%
94750.0
1
<0.1%
V214
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
37,674
89.9%
100.0
403
1.0%
200.0
266
0.6%
1165.0
255
0.6%
150.0
211
0.5%
50.0
200
0.5%
300.0
191
0.5%
400.0
116
0.3%
500.0
115
0.3%
250.0
112
0.3%
600.0
76
0.2%
75.0
72
0.2%
25.0
65
0.2%
1551.0
59
0.1%
1000.0
56
0.1%
SMALLEST VALUES
0.0
37,674
89.9%
1.3085999488830566
4
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.533400058746338
1
<0.1%
3.0125000476837163
2
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.86739993095398
1
<0.1%
3.890700101852417
1
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
5.0
6
<0.1%
5.13040018081665
1
<0.1%
5.679500102996826
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
8250.0
3
<0.1%
8000.0
2
<0.1%
7000.0
1
<0.1%
6750.0
1
<0.1%
6000.0
2
<0.1%
4250.0
1
<0.1%
V215
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
36,992
88.3%
100.0
415
1.0%
200.0
272
0.6%
6428.0
256
0.6%
50.0
222
0.5%
150.0
216
0.5%
300.0
190
0.5%
250.0
102
0.2%
400.0
101
0.2%
500.0
96
0.2%
75.0
74
0.2%
600.0
70
0.2%
25.0
68
0.2%
3496.0
62
0.1%
1000.0
49
0.1%
SMALLEST VALUES
0.0
36,992
88.3%
1.3085999488830566
4
<0.1%
2.1517999172210693
1
<0.1%
2.291699886322021
1
<0.1%
2.2960000038146973
1
<0.1%
2.533400058746338
1
<0.1%
3.0125000476837163
2
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.86739993095398
1
<0.1%
3.890700101852417
1
<0.1%
4.10860013961792
1
<0.1%
4.432899951934815
1
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
16000.0
1
<0.1%
14350.0
1
<0.1%
14225.0
2
<0.1%
13725.0
2
<0.1%
13650.0
7
<0.1%
13350.0
2
<0.1%
13050.0
2
<0.1%
12850.0
2
<0.1%
V216
MISSING:
135,263
(76%)
MOST FREQUENT VALUES
0.0
37,254
88.9%
100.0
406
1.0%
200.0
273
0.7%
150.0
212
0.5%
50.0
207
0.5%
300.0
187
0.4%
2932.0
181
0.4%
250.0
103
0.2%
400.0
103
0.2%
500.0
95
0.2%
75.0
73
0.2%
25.0
72
0.2%
600.0
69
0.2%
3120.0
62
0.1%
1000.0
52
0.1%
SMALLEST VALUES
0.0
37,254
88.9%
1.3085999488830566
4
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.533400058746338
1
<0.1%
3.0125000476837163
2
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.86739993095398
1
<0.1%
3.890700101852417
1
<0.1%
4.10860013961792
1
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
5.0
6
<0.1%
5.13040018081665
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
11000.0
1
<0.1%
10000.0
1
<0.1%
9000.0
1
<0.1%
8250.0
3
<0.1%
8000.0
2
<0.1%
7000.0
1
<0.1%
6750.0
1
<0.1%
V217
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
29,492
75.3%
1.0
4,610
11.8%
2.0
2,025
5.2%
3.0
1,090
2.8%
4.0
634
1.6%
5.0
325
0.8%
6.0
231
0.6%
7.0
153
0.4%
8.0
106
0.3%
9.0
75
0.2%
10.0
56
0.1%
11.0
38
<0.1%
12.0
34
<0.1%
13.0
29
<0.1%
14.0
23
<0.1%
SMALLEST VALUES
0.0
29,492
75.3%
1.0
4,610
11.8%
2.0
2,025
5.2%
3.0
1,090
2.8%
4.0
634
1.6%
5.0
325
0.8%
6.0
231
0.6%
7.0
153
0.4%
8.0
106
0.3%
9.0
75
0.2%
10.0
56
0.1%
11.0
38
<0.1%
12.0
34
<0.1%
13.0
29
<0.1%
14.0
23
<0.1%
LARGEST VALUES
301.0
1
<0.1%
299.0
1
<0.1%
298.0
1
<0.1%
296.0
3
<0.1%
295.0
1
<0.1%
294.0
2
<0.1%
293.0
1
<0.1%
291.0
1
<0.1%
276.0
1
<0.1%
273.0
1
<0.1%
271.0
1
<0.1%
269.0
1
<0.1%
265.0
1
<0.1%
262.0
1
<0.1%
258.0
1
<0.1%
V218
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
27,090
69.1%
1.0
5,136
13.1%
2.0
2,410
6.2%
3.0
1,379
3.5%
4.0
867
2.2%
5.0
496
1.3%
6.0
359
0.9%
7.0
264
0.7%
8.0
178
0.5%
9.0
150
0.4%
10.0
101
0.3%
11.0
80
0.2%
13.0
58
0.1%
12.0
54
0.1%
14.0
51
0.1%
SMALLEST VALUES
0.0
27,090
69.1%
1.0
5,136
13.1%
2.0
2,410
6.2%
3.0
1,379
3.5%
4.0
867
2.2%
5.0
496
1.3%
6.0
359
0.9%
7.0
264
0.7%
8.0
178
0.5%
9.0
150
0.4%
10.0
101
0.3%
11.0
80
0.2%
12.0
54
0.1%
13.0
58
0.1%
14.0
51
0.1%
LARGEST VALUES
393.0
1
<0.1%
389.0
1
<0.1%
388.0
1
<0.1%
386.0
1
<0.1%
385.0
1
<0.1%
382.0
1
<0.1%
380.0
1
<0.1%
374.0
1
<0.1%
369.0
1
<0.1%
367.0
1
<0.1%
364.0
1
<0.1%
359.0
1
<0.1%
344.0
1
<0.1%
341.0
1
<0.1%
339.0
1
<0.1%
V219
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
28,316
72.3%
1.0
4,877
12.4%
2.0
2,228
5.7%
3.0
1,253
3.2%
4.0
737
1.9%
5.0
432
1.1%
6.0
297
0.8%
7.0
205
0.5%
8.0
137
0.3%
9.0
101
0.3%
10.0
72
0.2%
11.0
52
0.1%
12.0
45
0.1%
13.0
44
0.1%
14.0
34
<0.1%
SMALLEST VALUES
0.0
28,316
72.3%
1.0
4,877
12.4%
2.0
2,228
5.7%
3.0
1,253
3.2%
4.0
737
1.9%
5.0
432
1.1%
6.0
297
0.8%
7.0
205
0.5%
8.0
137
0.3%
9.0
101
0.3%
10.0
72
0.2%
11.0
52
0.1%
12.0
45
0.1%
13.0
44
0.1%
14.0
34
<0.1%
LARGEST VALUES
371.0
1
<0.1%
367.0
1
<0.1%
366.0
1
<0.1%
364.0
1
<0.1%
363.0
1
<0.1%
360.0
1
<0.1%
358.0
1
<0.1%
352.0
1
<0.1%
347.0
1
<0.1%
345.0
1
<0.1%
342.0
1
<0.1%
337.0
1
<0.1%
322.0
1
<0.1%
319.0
1
<0.1%
317.0
1
<0.1%
V220
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
39,950
94.0%
1.0
1,124
2.6%
2.0
463
1.1%
3.0
322
0.8%
4.0
190
0.4%
5.0
107
0.3%
6.0
96
0.2%
7.0
53
0.1%
8.0
41
<0.1%
9.0
28
<0.1%
10.0
23
<0.1%
13.0
14
<0.1%
11.0
10
<0.1%
15.0
9
<0.1%
18.0
9
<0.1%
SMALLEST VALUES
0.0
39,950
94.0%
1.0
1,124
2.6%
2.0
463
1.1%
3.0
322
0.8%
4.0
190
0.4%
5.0
107
0.3%
6.0
96
0.2%
7.0
53
0.1%
8.0
41
<0.1%
9.0
28
<0.1%
10.0
23
<0.1%
11.0
10
<0.1%
12.0
8
<0.1%
13.0
14
<0.1%
14.0
8
<0.1%
LARGEST VALUES
24.0
2
<0.1%
23.0
2
<0.1%
22.0
1
<0.1%
21.0
3
<0.1%
20.0
5
<0.1%
19.0
3
<0.1%
18.0
9
<0.1%
17.0
3
<0.1%
16.0
6
<0.1%
15.0
9
<0.1%
14.0
8
<0.1%
13.0
14
<0.1%
12.0
8
<0.1%
11.0
10
<0.1%
10.0
23
<0.1%
V221
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
24,755
58.3%
0.0
9,732
22.9%
2.0
3,850
9.1%
3.0
1,688
4.0%
4.0
952
2.2%
5.0
545
1.3%
6.0
259
0.6%
7.0
177
0.4%
8.0
122
0.3%
9.0
86
0.2%
10.0
55
0.1%
11.0
37
<0.1%
14.0
27
<0.1%
12.0
27
<0.1%
21.0
19
<0.1%
SMALLEST VALUES
0.0
9,732
22.9%
1.0
24,755
58.3%
2.0
3,850
9.1%
3.0
1,688
4.0%
4.0
952
2.2%
5.0
545
1.3%
6.0
259
0.6%
7.0
177
0.4%
8.0
122
0.3%
9.0
86
0.2%
10.0
55
0.1%
11.0
37
<0.1%
12.0
27
<0.1%
13.0
18
<0.1%
14.0
27
<0.1%
LARGEST VALUES
384.0
1
<0.1%
259.0
1
<0.1%
217.0
1
<0.1%
91.0
1
<0.1%
89.0
1
<0.1%
68.0
1
<0.1%
67.0
1
<0.1%
58.0
1
<0.1%
53.0
1
<0.1%
51.0
1
<0.1%
49.0
1
<0.1%
47.0
2
<0.1%
46.0
2
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
V222
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
24,032
56.6%
0.0
9,709
22.9%
2.0
4,047
9.5%
3.0
1,804
4.2%
4.0
1,021
2.4%
5.0
609
1.4%
6.0
360
0.8%
7.0
223
0.5%
8.0
142
0.3%
9.0
125
0.3%
10.0
71
0.2%
11.0
48
0.1%
12.0
36
<0.1%
13.0
31
<0.1%
14.0
27
<0.1%
SMALLEST VALUES
0.0
9,709
22.9%
1.0
24,032
56.6%
2.0
4,047
9.5%
3.0
1,804
4.2%
4.0
1,021
2.4%
5.0
609
1.4%
6.0
360
0.8%
7.0
223
0.5%
8.0
142
0.3%
9.0
125
0.3%
10.0
71
0.2%
11.0
48
0.1%
12.0
36
<0.1%
13.0
31
<0.1%
14.0
27
<0.1%
LARGEST VALUES
384.0
1
<0.1%
259.0
1
<0.1%
217.0
1
<0.1%
91.0
1
<0.1%
89.0
1
<0.1%
68.0
2
<0.1%
67.0
1
<0.1%
61.0
1
<0.1%
53.0
1
<0.1%
49.0
1
<0.1%
47.0
2
<0.1%
46.0
2
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
42.0
2
<0.1%
V223
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
36,217
92.4%
1.0
2,523
6.4%
2.0
348
0.9%
3.0
63
0.2%
4.0
12
<0.1%
7.0
5
<0.1%
5.0
3
<0.1%
6.0
3
<0.1%
14.0
3
<0.1%
9.0
2
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
15.0
1
<0.1%
SMALLEST VALUES
0.0
36,217
92.4%
1.0
2,523
6.4%
2.0
348
0.9%
3.0
63
0.2%
4.0
12
<0.1%
5.0
3
<0.1%
6.0
3
<0.1%
7.0
5
<0.1%
9.0
2
<0.1%
10.0
2
<0.1%
11.0
2
<0.1%
14.0
3
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
14.0
3
<0.1%
11.0
2
<0.1%
10.0
2
<0.1%
9.0
2
<0.1%
7.0
5
<0.1%
6.0
3
<0.1%
5.0
3
<0.1%
4.0
12
<0.1%
3.0
63
0.2%
2.0
348
0.9%
1.0
2,523
6.4%
0.0
36,217
92.4%
V224
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,711
86.0%
1.0
3,707
9.5%
2.0
860
2.2%
3.0
288
0.7%
4.0
126
0.3%
18.0
114
0.3%
5.0
60
0.2%
6.0
55
0.1%
7.0
45
0.1%
9.0
33
<0.1%
11.0
24
<0.1%
8.0
23
<0.1%
12.0
20
<0.1%
14.0
14
<0.1%
13.0
13
<0.1%
SMALLEST VALUES
0.0
33,711
86.0%
1.0
3,707
9.5%
2.0
860
2.2%
3.0
288
0.7%
4.0
126
0.3%
5.0
60
0.2%
6.0
55
0.1%
7.0
45
0.1%
8.0
23
<0.1%
9.0
33
<0.1%
10.0
11
<0.1%
11.0
24
<0.1%
12.0
20
<0.1%
13.0
13
<0.1%
14.0
14
<0.1%
LARGEST VALUES
143.0
1
<0.1%
141.0
1
<0.1%
139.0
1
<0.1%
137.0
2
<0.1%
132.0
2
<0.1%
126.0
1
<0.1%
121.0
1
<0.1%
120.0
1
<0.1%
118.0
1
<0.1%
116.0
2
<0.1%
114.0
1
<0.1%
113.0
2
<0.1%
111.0
1
<0.1%
110.0
1
<0.1%
109.0
1
<0.1%
V225
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
34,961
89.2%
1.0
3,188
8.1%
2.0
590
1.5%
3.0
171
0.4%
7.0
121
0.3%
4.0
53
0.1%
5.0
33
<0.1%
6.0
19
<0.1%
8.0
8
<0.1%
9.0
8
<0.1%
10.0
6
<0.1%
39.0
5
<0.1%
48.0
3
<0.1%
45.0
2
<0.1%
43.0
2
<0.1%
SMALLEST VALUES
0.0
34,961
89.2%
1.0
3,188
8.1%
2.0
590
1.5%
3.0
171
0.4%
4.0
53
0.1%
5.0
33
<0.1%
6.0
19
<0.1%
7.0
121
0.3%
8.0
8
<0.1%
9.0
8
<0.1%
10.0
6
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
15.0
2
<0.1%
16.0
1
<0.1%
LARGEST VALUES
51.0
2
<0.1%
50.0
1
<0.1%
49.0
2
<0.1%
48.0
3
<0.1%
46.0
1
<0.1%
45.0
2
<0.1%
44.0
1
<0.1%
43.0
2
<0.1%
40.0
2
<0.1%
39.0
5
<0.1%
16.0
1
<0.1%
15.0
2
<0.1%
13.0
1
<0.1%
11.0
1
<0.1%
10.0
6
<0.1%
V226
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
36,749
93.8%
1.0
1,270
3.2%
2.0
473
1.2%
3.0
220
0.6%
4.0
145
0.4%
5.0
66
0.2%
6.0
41
0.1%
7.0
22
<0.1%
8.0
19
<0.1%
9.0
16
<0.1%
12.0
10
<0.1%
25.0
9
<0.1%
16.0
7
<0.1%
10.0
7
<0.1%
17.0
6
<0.1%
SMALLEST VALUES
0.0
36,749
93.8%
1.0
1,270
3.2%
2.0
473
1.2%
3.0
220
0.6%
4.0
145
0.4%
5.0
66
0.2%
6.0
41
0.1%
7.0
22
<0.1%
8.0
19
<0.1%
9.0
16
<0.1%
10.0
7
<0.1%
11.0
6
<0.1%
12.0
10
<0.1%
13.0
5
<0.1%
14.0
6
<0.1%
LARGEST VALUES
242.0
2
<0.1%
121.0
1
<0.1%
74.0
1
<0.1%
73.0
2
<0.1%
72.0
3
<0.1%
71.0
2
<0.1%
69.0
1
<0.1%
68.0
3
<0.1%
66.0
3
<0.1%
64.0
2
<0.1%
59.0
3
<0.1%
58.0
2
<0.1%
57.0
3
<0.1%
56.0
1
<0.1%
55.0
5
<0.1%
V227
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
38,583
90.8%
1.0
3,121
7.3%
2.0
516
1.2%
3.0
138
0.3%
4.0
35
<0.1%
6.0
29
<0.1%
5.0
23
<0.1%
8.0
4
<0.1%
11.0
3
<0.1%
13.0
3
<0.1%
27.0
2
<0.1%
40.0
2
<0.1%
7.0
2
<0.1%
60.0
2
<0.1%
9.0
2
<0.1%
SMALLEST VALUES
0.0
38,583
90.8%
1.0
3,121
7.3%
2.0
516
1.2%
3.0
138
0.3%
4.0
35
<0.1%
5.0
23
<0.1%
6.0
29
<0.1%
7.0
2
<0.1%
8.0
4
<0.1%
9.0
2
<0.1%
10.0
1
<0.1%
11.0
3
<0.1%
13.0
3
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
360.0
1
<0.1%
238.0
1
<0.1%
202.0
1
<0.1%
78.0
1
<0.1%
74.0
1
<0.1%
64.0
1
<0.1%
60.0
2
<0.1%
56.0
1
<0.1%
43.0
1
<0.1%
42.0
1
<0.1%
40.0
2
<0.1%
34.0
1
<0.1%
32.0
1
<0.1%
27.0
2
<0.1%
23.0
1
<0.1%
V228
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
33,345
85.1%
2.0
3,232
8.2%
3.0
1,080
2.8%
4.0
548
1.4%
5.0
310
0.8%
6.0
187
0.5%
7.0
128
0.3%
8.0
88
0.2%
9.0
57
0.1%
10.0
45
0.1%
11.0
29
<0.1%
12.0
22
<0.1%
16.0
19
<0.1%
13.0
14
<0.1%
17.0
13
<0.1%
SMALLEST VALUES
1.0
33,345
85.1%
2.0
3,232
8.2%
3.0
1,080
2.8%
4.0
548
1.4%
5.0
310
0.8%
6.0
187
0.5%
7.0
128
0.3%
8.0
88
0.2%
9.0
57
0.1%
10.0
45
0.1%
11.0
29
<0.1%
12.0
22
<0.1%
13.0
14
<0.1%
14.0
11
<0.1%
15.0
8
<0.1%
LARGEST VALUES
53.0
1
<0.1%
47.0
1
<0.1%
46.0
1
<0.1%
44.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
30.0
1
<0.1%
29.0
1
<0.1%
26.0
1
<0.1%
V229
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
31,224
79.7%
2.0
4,123
10.5%
3.0
1,501
3.8%
4.0
765
2.0%
5.0
463
1.2%
6.0
280
0.7%
7.0
180
0.5%
8.0
131
0.3%
9.0
85
0.2%
10.0
76
0.2%
11.0
56
0.1%
12.0
37
<0.1%
13.0
30
<0.1%
14.0
27
<0.1%
16.0
25
<0.1%
SMALLEST VALUES
1.0
31,224
79.7%
2.0
4,123
10.5%
3.0
1,501
3.8%
4.0
765
2.0%
5.0
463
1.2%
6.0
280
0.7%
7.0
180
0.5%
8.0
131
0.3%
9.0
85
0.2%
10.0
76
0.2%
11.0
56
0.1%
12.0
37
<0.1%
13.0
30
<0.1%
14.0
27
<0.1%
15.0
21
<0.1%
LARGEST VALUES
176.0
1
<0.1%
175.0
1
<0.1%
173.0
1
<0.1%
171.0
1
<0.1%
170.0
1
<0.1%
164.0
2
<0.1%
160.0
1
<0.1%
156.0
1
<0.1%
154.0
1
<0.1%
153.0
1
<0.1%
151.0
2
<0.1%
148.0
1
<0.1%
146.0
2
<0.1%
144.0
2
<0.1%
142.0
1
<0.1%
V230
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
32,401
82.7%
2.0
3,637
9.3%
3.0
1,254
3.2%
4.0
647
1.7%
5.0
363
0.9%
6.0
234
0.6%
7.0
142
0.4%
8.0
121
0.3%
9.0
73
0.2%
10.0
56
0.1%
11.0
46
0.1%
12.0
32
<0.1%
13.0
24
<0.1%
16.0
22
<0.1%
14.0
17
<0.1%
SMALLEST VALUES
1.0
32,401
82.7%
2.0
3,637
9.3%
3.0
1,254
3.2%
4.0
647
1.7%
5.0
363
0.9%
6.0
234
0.6%
7.0
142
0.4%
8.0
121
0.3%
9.0
73
0.2%
10.0
56
0.1%
11.0
46
0.1%
12.0
32
<0.1%
13.0
24
<0.1%
14.0
17
<0.1%
15.0
13
<0.1%
LARGEST VALUES
64.0
1
<0.1%
63.0
1
<0.1%
62.0
3
<0.1%
61.0
2
<0.1%
60.0
2
<0.1%
59.0
1
<0.1%
58.0
1
<0.1%
55.0
1
<0.1%
54.0
1
<0.1%
53.0
1
<0.1%
52.0
1
<0.1%
48.0
2
<0.1%
47.0
5
<0.1%
46.0
2
<0.1%
44.0
1
<0.1%
V231
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,822
86.3%
1.0
2,256
5.8%
2.0
1,166
3.0%
3.0
651
1.7%
4.0
363
0.9%
5.0
213
0.5%
6.0
145
0.4%
7.0
97
0.2%
8.0
82
0.2%
9.0
49
0.1%
10.0
27
<0.1%
11.0
26
<0.1%
13.0
25
<0.1%
12.0
25
<0.1%
14.0
19
<0.1%
SMALLEST VALUES
0.0
33,822
86.3%
1.0
2,256
5.8%
2.0
1,166
3.0%
3.0
651
1.7%
4.0
363
0.9%
5.0
213
0.5%
6.0
145
0.4%
7.0
97
0.2%
8.0
82
0.2%
9.0
49
0.1%
10.0
27
<0.1%
11.0
26
<0.1%
12.0
25
<0.1%
13.0
25
<0.1%
14.0
19
<0.1%
LARGEST VALUES
291.0
1
<0.1%
290.0
2
<0.1%
285.0
2
<0.1%
284.0
1
<0.1%
283.0
2
<0.1%
282.0
1
<0.1%
280.0
1
<0.1%
275.0
1
<0.1%
260.0
1
<0.1%
257.0
1
<0.1%
255.0
1
<0.1%
253.0
1
<0.1%
249.0
1
<0.1%
246.0
1
<0.1%
242.0
1
<0.1%
V232
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,122
84.5%
1.0
2,279
5.8%
2.0
1,266
3.2%
3.0
735
1.9%
4.0
442
1.1%
5.0
286
0.7%
6.0
203
0.5%
7.0
133
0.3%
8.0
106
0.3%
9.0
76
0.2%
11.0
42
0.1%
13.0
39
<0.1%
12.0
34
<0.1%
10.0
33
<0.1%
14.0
28
<0.1%
SMALLEST VALUES
0.0
33,122
84.5%
1.0
2,279
5.8%
2.0
1,266
3.2%
3.0
735
1.9%
4.0
442
1.1%
5.0
286
0.7%
6.0
203
0.5%
7.0
133
0.3%
8.0
106
0.3%
9.0
76
0.2%
10.0
33
<0.1%
11.0
42
0.1%
12.0
34
<0.1%
13.0
39
<0.1%
14.0
28
<0.1%
LARGEST VALUES
330.0
1
<0.1%
326.0
1
<0.1%
325.0
1
<0.1%
323.0
1
<0.1%
322.0
1
<0.1%
321.0
2
<0.1%
318.0
1
<0.1%
313.0
1
<0.1%
311.0
1
<0.1%
308.0
1
<0.1%
303.0
1
<0.1%
288.0
1
<0.1%
285.0
1
<0.1%
283.0
1
<0.1%
281.0
1
<0.1%
V233
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,483
85.5%
1.0
2,233
5.7%
2.0
1,203
3.1%
3.0
695
1.8%
4.0
419
1.1%
5.0
250
0.6%
6.0
175
0.4%
7.0
122
0.3%
8.0
98
0.3%
9.0
62
0.2%
13.0
36
<0.1%
11.0
34
<0.1%
10.0
31
<0.1%
12.0
30
<0.1%
14.0
26
<0.1%
SMALLEST VALUES
0.0
33,483
85.5%
1.0
2,233
5.7%
2.0
1,203
3.1%
3.0
695
1.8%
4.0
419
1.1%
5.0
250
0.6%
6.0
175
0.4%
7.0
122
0.3%
8.0
98
0.3%
9.0
62
0.2%
10.0
31
<0.1%
11.0
34
<0.1%
12.0
30
<0.1%
13.0
36
<0.1%
14.0
26
<0.1%
LARGEST VALUES
325.0
1
<0.1%
321.0
1
<0.1%
320.0
1
<0.1%
318.0
1
<0.1%
317.0
1
<0.1%
316.0
2
<0.1%
313.0
1
<0.1%
308.0
1
<0.1%
306.0
1
<0.1%
303.0
1
<0.1%
298.0
1
<0.1%
283.0
1
<0.1%
280.0
1
<0.1%
278.0
1
<0.1%
276.0
1
<0.1%
V234
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
36,162
85.1%
1.0
3,209
7.6%
2.0
1,079
2.5%
3.0
351
0.8%
73.0
266
0.6%
4.0
172
0.4%
38.0
71
0.2%
6.0
60
0.1%
5.0
59
0.1%
53.0
42
<0.1%
52.0
37
<0.1%
70.0
30
<0.1%
48.0
29
<0.1%
50.0
29
<0.1%
61.0
28
<0.1%
SMALLEST VALUES
0.0
36,162
85.1%
1.0
3,209
7.6%
2.0
1,079
2.5%
3.0
351
0.8%
4.0
172
0.4%
5.0
59
0.1%
6.0
60
0.1%
7.0
24
<0.1%
8.0
24
<0.1%
9.0
5
<0.1%
10.0
9
<0.1%
11.0
11
<0.1%
12.0
8
<0.1%
13.0
6
<0.1%
14.0
7
<0.1%
LARGEST VALUES
121.0
1
<0.1%
120.0
3
<0.1%
119.0
5
<0.1%
118.0
9
<0.1%
117.0
1
<0.1%
116.0
5
<0.1%
115.0
1
<0.1%
114.0
2
<0.1%
113.0
3
<0.1%
110.0
2
<0.1%
109.0
11
<0.1%
108.0
2
<0.1%
107.0
4
<0.1%
106.0
7
<0.1%
105.0
6
<0.1%
V235
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
35,389
90.3%
1.0
2,517
6.4%
2.0
723
1.8%
3.0
254
0.6%
4.0
95
0.2%
15.0
61
0.2%
5.0
33
<0.1%
11.0
32
<0.1%
6.0
22
<0.1%
12.0
20
<0.1%
7.0
14
<0.1%
14.0
7
<0.1%
9.0
6
<0.1%
8.0
5
<0.1%
10.0
4
<0.1%
SMALLEST VALUES
0.0
35,389
90.3%
1.0
2,517
6.4%
2.0
723
1.8%
3.0
254
0.6%
4.0
95
0.2%
5.0
33
<0.1%
6.0
22
<0.1%
7.0
14
<0.1%
8.0
5
<0.1%
9.0
6
<0.1%
10.0
4
<0.1%
11.0
32
<0.1%
12.0
20
<0.1%
13.0
1
<0.1%
14.0
7
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
61
0.2%
14.0
7
<0.1%
13.0
1
<0.1%
12.0
20
<0.1%
11.0
32
<0.1%
10.0
4
<0.1%
9.0
6
<0.1%
8.0
5
<0.1%
7.0
14
<0.1%
6.0
22
<0.1%
5.0
33
<0.1%
4.0
95
0.2%
3.0
254
0.6%
2.0
723
1.8%
V236
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
34,725
88.6%
1.0
2,801
7.1%
2.0
885
2.3%
3.0
331
0.8%
4.0
123
0.3%
38.0
62
0.2%
5.0
54
0.1%
6.0
46
0.1%
7.0
24
<0.1%
34.0
22
<0.1%
35.0
19
<0.1%
8.0
13
<0.1%
11.0
12
<0.1%
9.0
6
<0.1%
29.0
6
<0.1%
SMALLEST VALUES
0.0
34,725
88.6%
1.0
2,801
7.1%
2.0
885
2.3%
3.0
331
0.8%
4.0
123
0.3%
5.0
54
0.1%
6.0
46
0.1%
7.0
24
<0.1%
8.0
13
<0.1%
9.0
6
<0.1%
10.0
5
<0.1%
11.0
12
<0.1%
12.0
3
<0.1%
13.0
2
<0.1%
14.0
6
<0.1%
LARGEST VALUES
45.0
5
<0.1%
43.0
1
<0.1%
41.0
1
<0.1%
38.0
62
0.2%
36.0
1
<0.1%
35.0
19
<0.1%
34.0
22
<0.1%
33.0
1
<0.1%
32.0
1
<0.1%
31.0
6
<0.1%
30.0
4
<0.1%
29.0
6
<0.1%
27.0
2
<0.1%
26.0
1
<0.1%
20.0
1
<0.1%
V237
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
35,075
89.5%
1.0
2,637
6.7%
2.0
814
2.1%
3.0
302
0.8%
4.0
103
0.3%
32.0
62
0.2%
5.0
42
0.1%
6.0
27
<0.1%
28.0
19
<0.1%
29.0
19
<0.1%
7.0
16
<0.1%
14.0
10
<0.1%
10.0
10
<0.1%
8.0
9
<0.1%
11.0
9
<0.1%
SMALLEST VALUES
0.0
35,075
89.5%
1.0
2,637
6.7%
2.0
814
2.1%
3.0
302
0.8%
4.0
103
0.3%
5.0
42
0.1%
6.0
27
<0.1%
7.0
16
<0.1%
8.0
9
<0.1%
9.0
6
<0.1%
10.0
10
<0.1%
11.0
9
<0.1%
12.0
3
<0.1%
13.0
5
<0.1%
14.0
10
<0.1%
LARGEST VALUES
39.0
5
<0.1%
37.0
1
<0.1%
35.0
1
<0.1%
32.0
62
0.2%
30.0
1
<0.1%
29.0
19
<0.1%
28.0
19
<0.1%
26.0
1
<0.1%
23.0
1
<0.1%
21.0
1
<0.1%
16.0
2
<0.1%
15.0
3
<0.1%
14.0
10
<0.1%
13.0
5
<0.1%
12.0
3
<0.1%
V238
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
39,076
92.0%
1.0
2,267
5.3%
2.0
732
1.7%
3.0
235
0.6%
4.0
86
0.2%
5.0
30
<0.1%
6.0
19
<0.1%
7.0
11
<0.1%
14.0
6
<0.1%
11.0
5
<0.1%
8.0
4
<0.1%
10.0
3
<0.1%
20.0
1
<0.1%
16.0
1
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
39,076
92.0%
1.0
2,267
5.3%
2.0
732
1.7%
3.0
235
0.6%
4.0
86
0.2%
5.0
30
<0.1%
6.0
19
<0.1%
7.0
11
<0.1%
8.0
4
<0.1%
9.0
1
<0.1%
10.0
3
<0.1%
11.0
5
<0.1%
13.0
1
<0.1%
14.0
6
<0.1%
15.0
1
<0.1%
LARGEST VALUES
23.0
1
<0.1%
20.0
1
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
14.0
6
<0.1%
13.0
1
<0.1%
11.0
5
<0.1%
10.0
3
<0.1%
9.0
1
<0.1%
8.0
4
<0.1%
7.0
11
<0.1%
6.0
19
<0.1%
5.0
30
<0.1%
4.0
86
0.2%
3.0
235
0.6%
V239
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
38,946
91.7%
1.0
2,310
5.4%
2.0
765
1.8%
3.0
258
0.6%
4.0
93
0.2%
5.0
31
<0.1%
6.0
23
<0.1%
7.0
12
<0.1%
9.0
7
<0.1%
8.0
7
<0.1%
14.0
6
<0.1%
11.0
6
<0.1%
10.0
5
<0.1%
15.0
3
<0.1%
16.0
2
<0.1%
SMALLEST VALUES
0.0
38,946
91.7%
1.0
2,310
5.4%
2.0
765
1.8%
3.0
258
0.6%
4.0
93
0.2%
5.0
31
<0.1%
6.0
23
<0.1%
7.0
12
<0.1%
8.0
7
<0.1%
9.0
7
<0.1%
10.0
5
<0.1%
11.0
6
<0.1%
12.0
2
<0.1%
13.0
2
<0.1%
14.0
6
<0.1%
LARGEST VALUES
23.0
1
<0.1%
20.0
1
<0.1%
16.0
2
<0.1%
15.0
3
<0.1%
14.0
6
<0.1%
13.0
2
<0.1%
12.0
2
<0.1%
11.0
6
<0.1%
10.0
5
<0.1%
9.0
7
<0.1%
8.0
7
<0.1%
7.0
12
<0.1%
6.0
23
<0.1%
5.0
31
<0.1%
4.0
93
0.2%
V240
MISSING:
137,978
(78%)
TOP CATEGORIES
isFraud
1.0
39,151
>99%
3,191
8%
2.0
29
<1%
5
17%
6.0
3
<1%
0
0%
5.0
1
<1%
0
0%
ALL
39,184
100%
6,341
4%
V241
MISSING:
137,978
(78%)
TOP CATEGORIES
isFraud
1.0
39,174
>99%
3,195
8%
2.0
9
<1%
1
11%
4.0
1
<1%
0
0%
ALL
39,184
100%
6,341
4%
V242
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
36,811
93.9%
2.0
1,609
4.1%
3.0
362
0.9%
4.0
130
0.3%
5.0
87
0.2%
6.0
51
0.1%
7.0
46
0.1%
8.0
27
<0.1%
9.0
14
<0.1%
11.0
11
<0.1%
10.0
11
<0.1%
13.0
6
<0.1%
12.0
5
<0.1%
16.0
5
<0.1%
15.0
3
<0.1%
SMALLEST VALUES
1.0
36,811
93.9%
2.0
1,609
4.1%
3.0
362
0.9%
4.0
130
0.3%
5.0
87
0.2%
6.0
51
0.1%
7.0
46
0.1%
8.0
27
<0.1%
9.0
14
<0.1%
10.0
11
<0.1%
11.0
11
<0.1%
12.0
5
<0.1%
13.0
6
<0.1%
14.0
2
<0.1%
15.0
3
<0.1%
LARGEST VALUES
20.0
1
<0.1%
19.0
1
<0.1%
17.0
2
<0.1%
16.0
5
<0.1%
15.0
3
<0.1%
14.0
2
<0.1%
13.0
6
<0.1%
12.0
5
<0.1%
11.0
11
<0.1%
10.0
11
<0.1%
9.0
14
<0.1%
8.0
27
<0.1%
7.0
46
0.1%
6.0
51
0.1%
5.0
87
0.2%
V243
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
36,096
92.1%
2.0
2,036
5.2%
3.0
483
1.2%
4.0
196
0.5%
5.0
114
0.3%
6.0
65
0.2%
7.0
48
0.1%
8.0
41
0.1%
9.0
19
<0.1%
11.0
13
<0.1%
12.0
12
<0.1%
10.0
11
<0.1%
15.0
8
<0.1%
13.0
7
<0.1%
14.0
5
<0.1%
SMALLEST VALUES
1.0
36,096
92.1%
2.0
2,036
5.2%
3.0
483
1.2%
4.0
196
0.5%
5.0
114
0.3%
6.0
65
0.2%
7.0
48
0.1%
8.0
41
0.1%
9.0
19
<0.1%
10.0
11
<0.1%
11.0
13
<0.1%
12.0
12
<0.1%
13.0
7
<0.1%
14.0
5
<0.1%
15.0
8
<0.1%
LARGEST VALUES
57.0
1
<0.1%
55.0
1
<0.1%
53.0
1
<0.1%
52.0
3
<0.1%
51.0
3
<0.1%
50.0
2
<0.1%
49.0
1
<0.1%
48.0
1
<0.1%
45.0
1
<0.1%
43.0
1
<0.1%
42.0
2
<0.1%
40.0
3
<0.1%
39.0
1
<0.1%
20.0
1
<0.1%
19.0
2
<0.1%
V244
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
36,784
93.9%
2.0
1,613
4.1%
3.0
365
0.9%
4.0
135
0.3%
5.0
83
0.2%
6.0
67
0.2%
7.0
43
0.1%
8.0
22
<0.1%
10.0
16
<0.1%
11.0
14
<0.1%
9.0
13
<0.1%
16.0
7
<0.1%
13.0
5
<0.1%
12.0
5
<0.1%
14.0
4
<0.1%
SMALLEST VALUES
1.0
36,784
93.9%
2.0
1,613
4.1%
3.0
365
0.9%
4.0
135
0.3%
5.0
83
0.2%
6.0
67
0.2%
7.0
43
0.1%
8.0
22
<0.1%
9.0
13
<0.1%
10.0
16
<0.1%
11.0
14
<0.1%
12.0
5
<0.1%
13.0
5
<0.1%
14.0
4
<0.1%
15.0
1
<0.1%
LARGEST VALUES
22.0
1
<0.1%
20.0
1
<0.1%
19.0
1
<0.1%
18.0
2
<0.1%
17.0
2
<0.1%
16.0
7
<0.1%
15.0
1
<0.1%
14.0
4
<0.1%
13.0
5
<0.1%
12.0
5
<0.1%
11.0
14
<0.1%
10.0
16
<0.1%
9.0
13
<0.1%
8.0
22
<0.1%
7.0
43
0.1%
V245
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
30,853
72.6%
0.0
9,732
22.9%
2.0
1,289
3.0%
3.0
294
0.7%
4.0
100
0.2%
5.0
57
0.1%
6.0
40
<0.1%
7.0
40
<0.1%
8.0
11
<0.1%
9.0
9
<0.1%
10.0
9
<0.1%
18.0
6
<0.1%
11.0
5
<0.1%
13.0
4
<0.1%
14.0
3
<0.1%
SMALLEST VALUES
0.0
9,732
22.9%
1.0
30,853
72.6%
2.0
1,289
3.0%
3.0
294
0.7%
4.0
100
0.2%
5.0
57
0.1%
6.0
40
<0.1%
7.0
40
<0.1%
8.0
11
<0.1%
9.0
9
<0.1%
10.0
9
<0.1%
11.0
5
<0.1%
12.0
3
<0.1%
13.0
4
<0.1%
14.0
3
<0.1%
LARGEST VALUES
262.0
1
<0.1%
199.0
1
<0.1%
187.0
1
<0.1%
80.0
1
<0.1%
73.0
1
<0.1%
63.0
1
<0.1%
52.0
1
<0.1%
46.0
1
<0.1%
45.0
1
<0.1%
43.0
1
<0.1%
41.0
1
<0.1%
40.0
2
<0.1%
35.0
1
<0.1%
29.0
1
<0.1%
28.0
2
<0.1%
V246
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
35,823
91.4%
2.0
2,219
5.7%
3.0
485
1.2%
4.0
211
0.5%
5.0
115
0.3%
6.0
80
0.2%
7.0
65
0.2%
8.0
36
<0.1%
10.0
25
<0.1%
11.0
23
<0.1%
9.0
23
<0.1%
16.0
11
<0.1%
13.0
10
<0.1%
12.0
9
<0.1%
14.0
7
<0.1%
SMALLEST VALUES
1.0
35,823
91.4%
2.0
2,219
5.7%
3.0
485
1.2%
4.0
211
0.5%
5.0
115
0.3%
6.0
80
0.2%
7.0
65
0.2%
8.0
36
<0.1%
9.0
23
<0.1%
10.0
25
<0.1%
11.0
23
<0.1%
12.0
9
<0.1%
13.0
10
<0.1%
14.0
7
<0.1%
15.0
7
<0.1%
LARGEST VALUES
44.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
37.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
1
<0.1%
32.0
1
<0.1%
31.0
2
<0.1%
30.0
1
<0.1%
29.0
1
<0.1%
25.0
1
<0.1%
24.0
1
<0.1%
22.0
1
<0.1%
21.0
2
<0.1%
V247
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
38,516
98.3%
2.0
557
1.4%
3.0
58
0.1%
4.0
18
<0.1%
5.0
9
<0.1%
7.0
7
<0.1%
10.0
6
<0.1%
6.0
6
<0.1%
9.0
2
<0.1%
8.0
2
<0.1%
11.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
1.0
38,516
98.3%
2.0
557
1.4%
3.0
58
0.1%
4.0
18
<0.1%
5.0
9
<0.1%
6.0
6
<0.1%
7.0
7
<0.1%
8.0
2
<0.1%
9.0
2
<0.1%
10.0
6
<0.1%
11.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
LARGEST VALUES
15.0
1
<0.1%
14.0
1
<0.1%
11.0
1
<0.1%
10.0
6
<0.1%
9.0
2
<0.1%
8.0
2
<0.1%
7.0
7
<0.1%
6.0
6
<0.1%
5.0
9
<0.1%
4.0
18
<0.1%
3.0
58
0.1%
2.0
557
1.4%
1.0
38,516
98.3%
V248
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
37,756
96.4%
2.0
1,153
2.9%
3.0
155
0.4%
4.0
52
0.1%
5.0
20
<0.1%
35.0
16
<0.1%
6.0
12
<0.1%
7.0
6
<0.1%
8.0
4
<0.1%
34.0
3
<0.1%
10.0
3
<0.1%
15.0
1
<0.1%
33.0
1
<0.1%
36.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
1.0
37,756
96.4%
2.0
1,153
2.9%
3.0
155
0.4%
4.0
52
0.1%
5.0
20
<0.1%
6.0
12
<0.1%
7.0
6
<0.1%
8.0
4
<0.1%
10.0
3
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
33.0
1
<0.1%
34.0
3
<0.1%
35.0
16
<0.1%
36.0
1
<0.1%
LARGEST VALUES
36.0
1
<0.1%
35.0
16
<0.1%
34.0
3
<0.1%
33.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
10.0
3
<0.1%
8.0
4
<0.1%
7.0
6
<0.1%
6.0
12
<0.1%
5.0
20
<0.1%
4.0
52
0.1%
3.0
155
0.4%
2.0
1,153
2.9%
1.0
37,756
96.4%
V249
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
38,237
97.6%
2.0
769
2.0%
3.0
98
0.3%
4.0
36
<0.1%
5.0
12
<0.1%
19.0
7
<0.1%
21.0
6
<0.1%
6.0
5
<0.1%
20.0
4
<0.1%
7.0
3
<0.1%
18.0
2
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
10.0
1
<0.1%
22.0
1
<0.1%
SMALLEST VALUES
1.0
38,237
97.6%
2.0
769
2.0%
3.0
98
0.3%
4.0
36
<0.1%
5.0
12
<0.1%
6.0
5
<0.1%
7.0
3
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
18.0
2
<0.1%
19.0
7
<0.1%
20.0
4
<0.1%
21.0
6
<0.1%
LARGEST VALUES
22.0
1
<0.1%
21.0
6
<0.1%
20.0
4
<0.1%
19.0
7
<0.1%
18.0
2
<0.1%
16.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
10.0
1
<0.1%
7.0
3
<0.1%
6.0
5
<0.1%
5.0
12
<0.1%
4.0
36
<0.1%
3.0
98
0.3%
2.0
769
2.0%
V250
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
32,258
75.9%
0.0
9,732
22.9%
2.0
391
0.9%
3.0
65
0.2%
4.0
17
<0.1%
5.0
6
<0.1%
10.0
2
<0.1%
7.0
2
<0.1%
8.0
1
<0.1%
6.0
1
<0.1%
17.0
1
<0.1%
15.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
9,732
22.9%
1.0
32,258
75.9%
2.0
391
0.9%
3.0
65
0.2%
4.0
17
<0.1%
5.0
6
<0.1%
6.0
1
<0.1%
7.0
2
<0.1%
8.0
1
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
17.0
1
<0.1%
LARGEST VALUES
17.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
8.0
1
<0.1%
7.0
2
<0.1%
6.0
1
<0.1%
5.0
6
<0.1%
4.0
17
<0.1%
3.0
65
0.2%
2.0
391
0.9%
1.0
32,258
75.9%
0.0
9,732
22.9%
V251
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
32,129
75.6%
0.0
9,709
22.9%
2.0
507
1.2%
3.0
83
0.2%
4.0
27
<0.1%
5.0
7
<0.1%
6.0
7
<0.1%
7.0
3
<0.1%
10.0
2
<0.1%
8.0
1
<0.1%
17.0
1
<0.1%
15.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
9,709
22.9%
1.0
32,129
75.6%
2.0
507
1.2%
3.0
83
0.2%
4.0
27
<0.1%
5.0
7
<0.1%
6.0
7
<0.1%
7.0
3
<0.1%
8.0
1
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
17.0
1
<0.1%
LARGEST VALUES
17.0
1
<0.1%
15.0
1
<0.1%
14.0
1
<0.1%
12.0
1
<0.1%
11.0
1
<0.1%
10.0
2
<0.1%
8.0
1
<0.1%
7.0
3
<0.1%
6.0
7
<0.1%
5.0
7
<0.1%
4.0
27
<0.1%
3.0
83
0.2%
2.0
507
1.2%
1.0
32,129
75.6%
0.0
9,709
22.9%
V252
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
38,511
98.3%
2.0
482
1.2%
3.0
95
0.2%
4.0
40
0.1%
5.0
16
<0.1%
8.0
7
<0.1%
7.0
7
<0.1%
6.0
6
<0.1%
11.0
5
<0.1%
16.0
4
<0.1%
10.0
3
<0.1%
17.0
2
<0.1%
9.0
2
<0.1%
12.0
2
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
1.0
38,511
98.3%
2.0
482
1.2%
3.0
95
0.2%
4.0
40
0.1%
5.0
16
<0.1%
6.0
6
<0.1%
7.0
7
<0.1%
8.0
7
<0.1%
9.0
2
<0.1%
10.0
3
<0.1%
11.0
5
<0.1%
12.0
2
<0.1%
13.0
1
<0.1%
15.0
1
<0.1%
16.0
4
<0.1%
LARGEST VALUES
17.0
2
<0.1%
16.0
4
<0.1%
15.0
1
<0.1%
13.0
1
<0.1%
12.0
2
<0.1%
11.0
5
<0.1%
10.0
3
<0.1%
9.0
2
<0.1%
8.0
7
<0.1%
7.0
7
<0.1%
6.0
6
<0.1%
5.0
16
<0.1%
4.0
40
0.1%
3.0
95
0.2%
2.0
482
1.2%
V253
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
37,594
95.9%
2.0
1,100
2.8%
3.0
240
0.6%
4.0
90
0.2%
5.0
53
0.1%
6.0
19
<0.1%
8.0
14
<0.1%
7.0
14
<0.1%
9.0
10
<0.1%
18.0
6
<0.1%
10.0
3
<0.1%
11.0
3
<0.1%
137.0
2
<0.1%
15.0
2
<0.1%
158.0
2
<0.1%
SMALLEST VALUES
1.0
37,594
95.9%
2.0
1,100
2.8%
3.0
240
0.6%
4.0
90
0.2%
5.0
53
0.1%
6.0
19
<0.1%
7.0
14
<0.1%
8.0
14
<0.1%
9.0
10
<0.1%
10.0
3
<0.1%
11.0
3
<0.1%
12.0
1
<0.1%
13.0
2
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
LARGEST VALUES
163.0
1
<0.1%
162.0
1
<0.1%
160.0
1
<0.1%
158.0
2
<0.1%
152.0
2
<0.1%
149.0
1
<0.1%
146.0
1
<0.1%
144.0
1
<0.1%
143.0
1
<0.1%
142.0
2
<0.1%
139.0
1
<0.1%
137.0
2
<0.1%
135.0
2
<0.1%
133.0
1
<0.1%
132.0
1
<0.1%
V254
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
38,159
97.4%
2.0
713
1.8%
3.0
150
0.4%
4.0
70
0.2%
5.0
22
<0.1%
6.0
12
<0.1%
7.0
9
<0.1%
8.0
9
<0.1%
11.0
6
<0.1%
9.0
5
<0.1%
46.0
4
<0.1%
57.0
3
<0.1%
15.0
2
<0.1%
58.0
2
<0.1%
59.0
2
<0.1%
SMALLEST VALUES
1.0
38,159
97.4%
2.0
713
1.8%
3.0
150
0.4%
4.0
70
0.2%
5.0
22
<0.1%
6.0
12
<0.1%
7.0
9
<0.1%
8.0
9
<0.1%
9.0
5
<0.1%
10.0
2
<0.1%
11.0
6
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
15.0
2
<0.1%
17.0
1
<0.1%
LARGEST VALUES
60.0
2
<0.1%
59.0
2
<0.1%
58.0
2
<0.1%
57.0
3
<0.1%
56.0
1
<0.1%
55.0
1
<0.1%
54.0
1
<0.1%
53.0
1
<0.1%
50.0
1
<0.1%
47.0
2
<0.1%
46.0
4
<0.1%
45.0
1
<0.1%
18.0
1
<0.1%
17.0
1
<0.1%
15.0
2
<0.1%
V255
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
32,157
75.7%
0.0
9,732
22.9%
2.0
409
1.0%
3.0
92
0.2%
4.0
38
<0.1%
5.0
12
<0.1%
7.0
11
<0.1%
8.0
3
<0.1%
31.0
2
<0.1%
10.0
2
<0.1%
29.0
2
<0.1%
23.0
2
<0.1%
24.0
1
<0.1%
6.0
1
<0.1%
21.0
1
<0.1%
SMALLEST VALUES
0.0
9,732
22.9%
1.0
32,157
75.7%
2.0
409
1.0%
3.0
92
0.2%
4.0
38
<0.1%
5.0
12
<0.1%
6.0
1
<0.1%
7.0
11
<0.1%
8.0
3
<0.1%
9.0
1
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
15.0
1
<0.1%
17.0
1
<0.1%
LARGEST VALUES
87.0
1
<0.1%
82.0
1
<0.1%
80.0
1
<0.1%
46.0
1
<0.1%
45.0
1
<0.1%
43.0
1
<0.1%
36.0
1
<0.1%
34.0
1
<0.1%
33.0
1
<0.1%
31.0
2
<0.1%
29.0
2
<0.1%
24.0
1
<0.1%
23.0
2
<0.1%
22.0
1
<0.1%
21.0
1
<0.1%
V256
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
32,018
75.4%
0.0
9,709
22.9%
2.0
516
1.2%
3.0
108
0.3%
4.0
54
0.1%
5.0
15
<0.1%
7.0
12
<0.1%
11.0
8
<0.1%
6.0
6
<0.1%
8.0
4
<0.1%
10.0
3
<0.1%
9.0
3
<0.1%
23.0
2
<0.1%
31.0
2
<0.1%
29.0
2
<0.1%
SMALLEST VALUES
0.0
9,709
22.9%
1.0
32,018
75.4%
2.0
516
1.2%
3.0
108
0.3%
4.0
54
0.1%
5.0
15
<0.1%
6.0
6
<0.1%
7.0
12
<0.1%
8.0
4
<0.1%
9.0
3
<0.1%
10.0
3
<0.1%
11.0
8
<0.1%
12.0
1
<0.1%
13.0
1
<0.1%
15.0
2
<0.1%
LARGEST VALUES
87.0
1
<0.1%
82.0
1
<0.1%
80.0
1
<0.1%
46.0
1
<0.1%
45.0
1
<0.1%
43.0
1
<0.1%
36.0
1
<0.1%
34.0
1
<0.1%
33.0
1
<0.1%
31.0
2
<0.1%
29.0
2
<0.1%
24.0
1
<0.1%
23.0
2
<0.1%
22.0
1
<0.1%
21.0
1
<0.1%
V257
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
34,755
88.7%
2.0
2,899
7.4%
3.0
688
1.8%
4.0
256
0.7%
5.0
150
0.4%
6.0
91
0.2%
7.0
72
0.2%
8.0
52
0.1%
9.0
32
<0.1%
11.0
31
<0.1%
10.0
24
<0.1%
13.0
19
<0.1%
16.0
14
<0.1%
12.0
13
<0.1%
15.0
12
<0.1%
SMALLEST VALUES
1.0
34,755
88.7%
2.0
2,899
7.4%
3.0
688
1.8%
4.0
256
0.7%
5.0
150
0.4%
6.0
91
0.2%
7.0
72
0.2%
8.0
52
0.1%
9.0
32
<0.1%
10.0
24
<0.1%
11.0
31
<0.1%
12.0
13
<0.1%
13.0
19
<0.1%
14.0
12
<0.1%
15.0
12
<0.1%
LARGEST VALUES
47.0
1
<0.1%
42.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
36.0
1
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
3
<0.1%
32.0
3
<0.1%
31.0
1
<0.1%
30.0
1
<0.1%
27.0
3
<0.1%
V258
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
33,889
86.5%
2.0
3,396
8.7%
3.0
828
2.1%
4.0
334
0.9%
5.0
170
0.4%
6.0
109
0.3%
7.0
85
0.2%
8.0
73
0.2%
9.0
42
0.1%
13.0
32
<0.1%
10.0
28
<0.1%
11.0
27
<0.1%
12.0
21
<0.1%
14.0
17
<0.1%
15.0
15
<0.1%
SMALLEST VALUES
1.0
33,889
86.5%
2.0
3,396
8.7%
3.0
828
2.1%
4.0
334
0.9%
5.0
170
0.4%
6.0
109
0.3%
7.0
85
0.2%
8.0
73
0.2%
9.0
42
0.1%
10.0
28
<0.1%
11.0
27
<0.1%
12.0
21
<0.1%
13.0
32
<0.1%
14.0
17
<0.1%
15.0
15
<0.1%
LARGEST VALUES
65.0
1
<0.1%
64.0
1
<0.1%
63.0
2
<0.1%
62.0
1
<0.1%
61.0
3
<0.1%
59.0
1
<0.1%
58.0
2
<0.1%
55.0
1
<0.1%
54.0
1
<0.1%
52.0
1
<0.1%
49.0
2
<0.1%
48.0
4
<0.1%
47.0
1
<0.1%
46.0
1
<0.1%
42.0
1
<0.1%
V259
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
1.0
29,198
68.7%
0.0
9,732
22.9%
2.0
2,416
5.7%
3.0
525
1.2%
4.0
188
0.4%
5.0
123
0.3%
6.0
58
0.1%
7.0
47
0.1%
8.0
34
<0.1%
9.0
25
<0.1%
17.0
17
<0.1%
10.0
16
<0.1%
11.0
10
<0.1%
15.0
9
<0.1%
14.0
8
<0.1%
SMALLEST VALUES
0.0
9,732
22.9%
1.0
29,198
68.7%
2.0
2,416
5.7%
3.0
525
1.2%
4.0
188
0.4%
5.0
123
0.3%
6.0
58
0.1%
7.0
47
0.1%
8.0
34
<0.1%
9.0
25
<0.1%
10.0
16
<0.1%
11.0
10
<0.1%
12.0
8
<0.1%
13.0
7
<0.1%
14.0
8
<0.1%
LARGEST VALUES
285.0
1
<0.1%
210.0
1
<0.1%
195.0
1
<0.1%
84.0
1
<0.1%
78.0
1
<0.1%
65.0
1
<0.1%
55.0
1
<0.1%
49.0
1
<0.1%
47.0
1
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
43.0
1
<0.1%
42.0
1
<0.1%
41.0
3
<0.1%
39.0
1
<0.1%
V260
MISSING:
137,978
(78%)
TOP CATEGORIES
isFraud
1.0
34,960
89%
2,511
7%
0.0
2,996
8%
254
8%
2.0
956
2%
305
32%
3.0
187
<1%
75
40%
4.0
62
<1%
33
53%
5.0
15
<1%
11
73%
6.0
6
<1%
5
83%
7.0
2
<1%
2
100%
ALL
39,184
100%
6,341
4%
V261
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
33,247
84.8%
0.0
2,810
7.2%
2.0
2,029
5.2%
3.0
507
1.3%
4.0
217
0.6%
5.0
67
0.2%
7.0
67
0.2%
8.0
57
0.1%
6.0
47
0.1%
9.0
46
0.1%
10.0
18
<0.1%
13.0
9
<0.1%
16.0
7
<0.1%
18.0
6
<0.1%
14.0
5
<0.1%
SMALLEST VALUES
0.0
2,810
7.2%
1.0
33,247
84.8%
2.0
2,029
5.2%
3.0
507
1.3%
4.0
217
0.6%
5.0
67
0.2%
6.0
47
0.1%
7.0
67
0.2%
8.0
57
0.1%
9.0
46
0.1%
10.0
18
<0.1%
11.0
3
<0.1%
12.0
5
<0.1%
13.0
9
<0.1%
14.0
5
<0.1%
LARGEST VALUES
49.0
1
<0.1%
47.0
2
<0.1%
46.0
4
<0.1%
43.0
2
<0.1%
41.0
3
<0.1%
40.0
2
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
37.0
3
<0.1%
36.0
1
<0.1%
24.0
1
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
19.0
4
<0.1%
18.0
6
<0.1%
V262
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
1.0
34,167
87.2%
0.0
2,917
7.4%
2.0
1,501
3.8%
3.0
322
0.8%
4.0
147
0.4%
5.0
54
0.1%
6.0
28
<0.1%
7.0
9
<0.1%
13.0
6
<0.1%
8.0
6
<0.1%
14.0
6
<0.1%
16.0
5
<0.1%
12.0
3
<0.1%
10.0
3
<0.1%
9.0
2
<0.1%
SMALLEST VALUES
0.0
2,917
7.4%
1.0
34,167
87.2%
2.0
1,501
3.8%
3.0
322
0.8%
4.0
147
0.4%
5.0
54
0.1%
6.0
28
<0.1%
7.0
9
<0.1%
8.0
6
<0.1%
9.0
2
<0.1%
10.0
3
<0.1%
11.0
2
<0.1%
12.0
3
<0.1%
13.0
6
<0.1%
14.0
6
<0.1%
LARGEST VALUES
19.0
2
<0.1%
18.0
1
<0.1%
17.0
1
<0.1%
16.0
5
<0.1%
15.0
2
<0.1%
14.0
6
<0.1%
13.0
6
<0.1%
12.0
3
<0.1%
11.0
2
<0.1%
10.0
3
<0.1%
9.0
2
<0.1%
8.0
6
<0.1%
7.0
9
<0.1%
6.0
28
<0.1%
5.0
54
0.1%
V263
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
29,492
75.3%
100.0
678
1.7%
200.0
436
1.1%
50.0
412
1.1%
150.0
403
1.0%
300.0
323
0.8%
400.0
167
0.4%
25.0
140
0.4%
250.0
136
0.3%
75.0
133
0.3%
600.0
127
0.3%
500.0
117
0.3%
30.0
86
0.2%
450.0
80
0.2%
20.0
69
0.2%
SMALLEST VALUES
0.0
29,492
75.3%
0.5830000042915344
1
<0.1%
0.8781999945640564
2
<0.1%
1.170199990272522
1
<0.1%
1.7563999891281128
3
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.4147000312805176
1
<0.1%
2.565200090408325
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
35176.5
1
<0.1%
30794.0
1
<0.1%
30578.0
1
<0.1%
30476.0
1
<0.1%
30244.0
1
<0.1%
30232.0
1
<0.1%
30224.0
1
<0.1%
30118.0
1
<0.1%
30032.0
1
<0.1%
30020.0
1
<0.1%
V264
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
27,090
69.1%
100.0
743
1.9%
50.0
484
1.2%
200.0
484
1.2%
150.0
433
1.1%
300.0
354
0.9%
400.0
204
0.5%
25.0
193
0.5%
250.0
163
0.4%
75.0
163
0.4%
600.0
151
0.4%
500.0
134
0.3%
30.0
117
0.3%
20.0
95
0.2%
40.0
86
0.2%
SMALLEST VALUES
0.0
27,090
69.1%
0.5830000042915344
1
<0.1%
0.7300000190734863
1
<0.1%
0.8781999945640564
2
<0.1%
1.170199990272522
1
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
1
<0.1%
2.1199998855590816
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.565200090408325
2
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
70025.0
1
<0.1%
69725.0
1
<0.1%
69525.0
1
<0.1%
69175.0
1
<0.1%
68425.0
1
<0.1%
67800.0
1
<0.1%
67750.0
1
<0.1%
67400.0
1
<0.1%
67100.0
1
<0.1%
66900.0
1
<0.1%
66600.0
1
<0.1%
66275.0
1
<0.1%
65775.0
1
<0.1%
V265
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
28,316
72.3%
100.0
714
1.8%
50.0
464
1.2%
200.0
455
1.2%
150.0
417
1.1%
300.0
342
0.9%
400.0
187
0.5%
25.0
172
0.4%
75.0
152
0.4%
250.0
152
0.4%
600.0
141
0.4%
500.0
130
0.3%
30.0
111
0.3%
40.0
83
0.2%
450.0
78
0.2%
SMALLEST VALUES
0.0
28,316
72.3%
0.5830000042915344
1
<0.1%
0.8781999945640564
2
<0.1%
1.170199990272522
1
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.4147000312805176
1
<0.1%
2.565200090408325
2
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
2.8396999835968018
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
2
<0.1%
40650.0
1
<0.1%
40275.0
1
<0.1%
40175.0
1
<0.1%
39725.0
1
<0.1%
39625.0
1
<0.1%
37085.0
1
<0.1%
36661.0
1
<0.1%
36555.0
1
<0.1%
36343.0
1
<0.1%
36237.0
1
<0.1%
V266
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
36,217
92.4%
50.0
116
0.3%
100.0
89
0.2%
106.0
61
0.2%
150.0
54
0.1%
25.0
50
0.1%
181.0
46
0.1%
20.0
38
<0.1%
200.0
35
<0.1%
1000.0
29
<0.1%
10.0
26
<0.1%
30.0
25
<0.1%
5.0
24
<0.1%
300.0
24
<0.1%
125.0
22
<0.1%
SMALLEST VALUES
0.0
36,217
92.4%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.3145999908447266
1
<0.1%
3.582799911499023
3
<0.1%
3.6256999969482417
1
<0.1%
3.7465999126434326
2
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
4000.0
4
<0.1%
3300.0
1
<0.1%
3000.0
4
<0.1%
2250.0
1
<0.1%
2200.0
1
<0.1%
2125.0
2
<0.1%
2000.0
1
<0.1%
1925.0
1
<0.1%
1825.0
1
<0.1%
1800.0
4
<0.1%
1775.0
1
<0.1%
V267
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,711
86.0%
50.0
219
0.6%
100.0
211
0.5%
25.0
116
0.3%
1259.0
111
0.3%
150.0
109
0.3%
200.0
105
0.3%
20.0
77
0.2%
75.0
73
0.2%
30.0
72
0.2%
10.0
72
0.2%
300.0
60
0.2%
15.0
55
0.1%
5.0
52
0.1%
40.0
46
0.1%
SMALLEST VALUES
0.0
33,711
86.0%
0.2915000021457672
1
<0.1%
0.7300000190734863
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.0125000476837163
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.3145999908447266
1
<0.1%
LARGEST VALUES
26925.0
1
<0.1%
26475.0
1
<0.1%
26275.0
1
<0.1%
25925.0
2
<0.1%
25600.0
1
<0.1%
25450.0
1
<0.1%
25400.0
1
<0.1%
24750.0
1
<0.1%
24150.0
1
<0.1%
24050.0
1
<0.1%
23750.0
1
<0.1%
23425.0
1
<0.1%
23175.0
1
<0.1%
22775.0
1
<0.1%
22275.0
1
<0.1%
V268
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
34,961
89.2%
50.0
185
0.5%
100.0
147
0.4%
619.0
111
0.3%
25.0
95
0.2%
150.0
84
0.2%
30.0
69
0.2%
200.0
64
0.2%
20.0
63
0.2%
75.0
50
0.1%
15.0
49
0.1%
10.0
47
0.1%
300.0
46
0.1%
40.0
37
<0.1%
1000.0
30
<0.1%
SMALLEST VALUES
0.0
34,961
89.2%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.3145999908447266
1
<0.1%
3.406300067901612
1
<0.1%
3.582799911499023
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
12150.0
1
<0.1%
11875.0
1
<0.1%
11725.0
1
<0.1%
11275.0
1
<0.1%
11200.0
1
<0.1%
11175.0
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
8050.0
1
<0.1%
7875.0
1
<0.1%
7850.0
2
<0.1%
7800.0
2
<0.1%
7750.0
1
<0.1%
V269
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
38,523
98.3%
106.0
61
0.2%
100.0
59
0.2%
181.0
46
0.1%
50.0
40
0.1%
150.0
38
<0.1%
200.0
29
<0.1%
1000.0
29
<0.1%
20.0
29
<0.1%
10.0
25
<0.1%
300.0
21
<0.1%
5.0
21
<0.1%
125.0
18
<0.1%
25.0
18
<0.1%
30.0
16
<0.1%
SMALLEST VALUES
0.0
38,523
98.3%
5.0
21
<0.1%
6.0
1
<0.1%
7.5
4
<0.1%
8.0
3
<0.1%
8.75
1
<0.1%
9.0
1
<0.1%
10.0
25
<0.1%
12.0
1
<0.1%
13.0
2
<0.1%
15.0
14
<0.1%
20.0
29
<0.1%
25.0
18
<0.1%
27.0
1
<0.1%
30.0
16
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
9600.0
1
<0.1%
4000.0
4
<0.1%
3300.0
1
<0.1%
3000.0
4
<0.1%
2250.0
1
<0.1%
2200.0
1
<0.1%
2125.0
2
<0.1%
2000.0
1
<0.1%
1925.0
1
<0.1%
1825.0
1
<0.1%
1800.0
4
<0.1%
1775.0
1
<0.1%
V270
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
38,640
91.0%
50.0
201
0.5%
100.0
177
0.4%
25.0
109
0.3%
150.0
90
0.2%
200.0
77
0.2%
15.0
70
0.2%
20.0
65
0.2%
10.0
57
0.1%
30.0
51
0.1%
75.0
50
0.1%
300.0
36
<0.1%
5.0
34
<0.1%
40.0
31
<0.1%
10.600000381469728
31
<0.1%
SMALLEST VALUES
0.0
38,640
91.0%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.0125000476837163
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.406300067901612
1
<0.1%
3.6256999969482417
1
<0.1%
3.7465999126434326
2
<0.1%
LARGEST VALUES
4000.0
4
<0.1%
3300.0
1
<0.1%
3084.25
1
<0.1%
3000.0
4
<0.1%
2027.25
1
<0.1%
2019.75
1
<0.1%
2000.0
4
<0.1%
1100.0
1
<0.1%
1000.0
25
<0.1%
900.0
2
<0.1%
850.0
1
<0.1%
800.0
1
<0.1%
790.0
1
<0.1%
765.75
1
<0.1%
650.0
1
<0.1%
V271
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
38,478
90.6%
50.0
186
0.4%
100.0
179
0.4%
25.0
99
0.2%
150.0
87
0.2%
200.0
86
0.2%
75.0
58
0.1%
20.0
52
0.1%
10.0
51
0.1%
30.0
50
0.1%
300.0
40
<0.1%
15.0
33
<0.1%
10.600000381469728
29
<0.1%
5.0
29
<0.1%
1000.0
27
<0.1%
SMALLEST VALUES
0.0
38,478
90.6%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.0125000476837163
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.406300067901612
1
<0.1%
3.6256999969482417
1
<0.1%
3.7465999126434326
2
<0.1%
LARGEST VALUES
4000.0
4
<0.1%
3300.0
1
<0.1%
3084.25
1
<0.1%
3000.0
4
<0.1%
2027.25
1
<0.1%
2019.75
1
<0.1%
2000.0
4
<0.1%
1600.0
1
<0.1%
1405.0
1
<0.1%
1373.0
2
<0.1%
1315.0
1
<0.1%
1300.0
2
<0.1%
1165.0
1
<0.1%
1100.0
1
<0.1%
1096.0
1
<0.1%
V272
MISSING:
134,682
(76%)
MOST FREQUENT VALUES
0.0
38,583
90.8%
50.0
197
0.5%
100.0
196
0.5%
25.0
103
0.2%
200.0
89
0.2%
150.0
87
0.2%
10.0
57
0.1%
20.0
57
0.1%
75.0
54
0.1%
30.0
49
0.1%
15.0
39
<0.1%
300.0
36
<0.1%
5.0
32
<0.1%
10.600000381469728
30
<0.1%
1000.0
27
<0.1%
SMALLEST VALUES
0.0
38,583
90.8%
0.2915000021457672
1
<0.1%
1.170199990272522
1
<0.1%
1.895799994468689
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
2
<0.1%
2.982800006866455
1
<0.1%
3.0125000476837163
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.406300067901612
1
<0.1%
3.6256999969482417
1
<0.1%
3.7465999126434326
2
<0.1%
LARGEST VALUES
4000.0
4
<0.1%
3300.0
1
<0.1%
3084.25
1
<0.1%
3000.0
4
<0.1%
2027.25
1
<0.1%
2019.75
1
<0.1%
2000.0
4
<0.1%
1405.0
1
<0.1%
1315.0
1
<0.1%
1165.0
1
<0.1%
1100.0
1
<0.1%
1000.0
27
<0.1%
900.0
2
<0.1%
850.0
1
<0.1%
810.0
1
<0.1%
V273
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,822
86.3%
100.0
314
0.8%
150.0
212
0.5%
200.0
205
0.5%
50.0
175
0.4%
300.0
164
0.4%
75.0
67
0.2%
400.0
65
0.2%
25.0
64
0.2%
600.0
59
0.2%
250.0
42
0.1%
30.0
42
0.1%
500.0
40
0.1%
450.0
37
<0.1%
40.0
29
<0.1%
SMALLEST VALUES
0.0
33,822
86.3%
0.2915000021457672
1
<0.1%
0.8781999945640564
2
<0.1%
1.7563999891281128
3
<0.1%
2.001199960708618
1
<0.1%
2.4147000312805176
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
3.001800060272217
1
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.5127999782562256
5
<0.1%
3.637900114059448
1
<0.1%
LARGEST VALUES
29785.0
1
<0.1%
29675.0
1
<0.1%
29667.0
1
<0.1%
29117.0
1
<0.1%
29105.0
1
<0.1%
28999.0
1
<0.1%
28905.0
1
<0.1%
28901.0
1
<0.1%
28787.0
1
<0.1%
28575.0
1
<0.1%
28025.0
1
<0.1%
26375.0
1
<0.1%
26045.0
1
<0.1%
25825.0
1
<0.1%
25605.0
1
<0.1%
V274
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,122
84.5%
100.0
304
0.8%
200.0
226
0.6%
150.0
223
0.6%
300.0
186
0.5%
50.0
182
0.5%
400.0
81
0.2%
25.0
71
0.2%
75.0
70
0.2%
600.0
70
0.2%
250.0
51
0.1%
500.0
50
0.1%
450.0
42
0.1%
30.0
40
0.1%
40.0
29
<0.1%
SMALLEST VALUES
0.0
33,122
84.5%
0.2915000021457672
1
<0.1%
0.8781999945640564
2
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
2.001199960708618
1
<0.1%
2.1199998855590816
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
3.001800060272217
1
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.5127999782562256
4
<0.1%
LARGEST VALUES
32864.0
1
<0.1%
32440.0
1
<0.1%
32334.0
1
<0.1%
32122.0
1
<0.1%
32016.0
1
<0.1%
31910.0
2
<0.1%
31580.0
1
<0.1%
31030.0
1
<0.1%
30818.0
1
<0.1%
30488.0
1
<0.1%
29938.0
1
<0.1%
28288.0
1
<0.1%
27958.0
1
<0.1%
27738.0
1
<0.1%
27518.0
1
<0.1%
V275
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
33,483
85.5%
100.0
306
0.8%
200.0
218
0.6%
150.0
213
0.5%
300.0
182
0.5%
50.0
175
0.4%
400.0
76
0.2%
75.0
69
0.2%
600.0
66
0.2%
25.0
64
0.2%
250.0
47
0.1%
500.0
47
0.1%
30.0
42
0.1%
450.0
41
0.1%
60.0
31
<0.1%
SMALLEST VALUES
0.0
33,483
85.5%
0.2915000021457672
1
<0.1%
0.8781999945640564
2
<0.1%
1.5327999591827393
1
<0.1%
1.7563999891281128
3
<0.1%
2.001199960708618
1
<0.1%
2.4147000312805176
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
3.001800060272217
1
<0.1%
3.043299913406372
1
<0.1%
3.1417999267578125
1
<0.1%
3.5127999782562256
4
<0.1%
LARGEST VALUES
32439.0
1
<0.1%
32015.0
1
<0.1%
31909.0
1
<0.1%
31697.0
1
<0.1%
31591.0
1
<0.1%
31485.0
2
<0.1%
31155.0
1
<0.1%
30605.0
1
<0.1%
30393.0
1
<0.1%
30063.0
1
<0.1%
29513.0
1
<0.1%
27863.0
1
<0.1%
27533.0
1
<0.1%
27313.0
1
<0.1%
27093.0
1
<0.1%
V276
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
35,389
90.3%
100.0
392
1.0%
200.0
261
0.7%
150.0
209
0.5%
50.0
201
0.5%
300.0
182
0.5%
250.0
98
0.3%
400.0
95
0.2%
500.0
93
0.2%
600.0
72
0.2%
75.0
72
0.2%
25.0
59
0.2%
1551.0
59
0.2%
1000.0
47
0.1%
450.0
42
0.1%
SMALLEST VALUES
0.0
35,389
90.3%
1.3085999488830566
4
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
3.0125000476837163
1
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.7465999126434326
3
<0.1%
3.86739993095398
1
<0.1%
4.611000061035156
2
<0.1%
4.795400142669678
1
<0.1%
5.0
8
<0.1%
5.13040018081665
1
<0.1%
5.348800182342528
1
<0.1%
5.43779993057251
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
8250.0
3
<0.1%
8000.0
2
<0.1%
7000.0
1
<0.1%
6750.0
1
<0.1%
6000.0
6
<0.1%
4250.0
1
<0.1%
4000.0
3
<0.1%
V277
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
34,725
88.6%
100.0
419
1.1%
200.0
280
0.7%
50.0
231
0.6%
150.0
213
0.5%
300.0
187
0.5%
400.0
110
0.3%
250.0
100
0.3%
500.0
99
0.3%
600.0
79
0.2%
75.0
74
0.2%
25.0
69
0.2%
3667.0
62
0.2%
1000.0
50
0.1%
30.0
45
0.1%
SMALLEST VALUES
0.0
34,725
88.6%
1.3085999488830566
4
<0.1%
1.5099999904632568
1
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
2.914999961853028
1
<0.1%
3.0125000476837163
1
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.7465999126434326
3
<0.1%
3.86739993095398
1
<0.1%
4.10860013961792
1
<0.1%
4.372499942779541
1
<0.1%
4.471099853515625
1
<0.1%
4.611000061035156
2
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
16000.0
1
<0.1%
13450.0
3
<0.1%
13400.0
1
<0.1%
13050.0
4
<0.1%
12800.0
1
<0.1%
12750.0
1
<0.1%
12700.0
1
<0.1%
12550.0
2
<0.1%
12500.0
1
<0.1%
V278
MISSING:
137,978
(78%)
MOST FREQUENT VALUES
0.0
35,075
89.5%
100.0
403
1.0%
200.0
271
0.7%
50.0
215
0.5%
150.0
210
0.5%
300.0
189
0.5%
400.0
102
0.3%
250.0
99
0.3%
500.0
97
0.2%
600.0
76
0.2%
75.0
72
0.2%
25.0
65
0.2%
3281.0
62
0.2%
1000.0
48
0.1%
30.0
46
0.1%
SMALLEST VALUES
0.0
35,075
89.5%
1.3085999488830566
4
<0.1%
2.1517999172210693
1
<0.1%
2.2960000038146973
1
<0.1%
3.0125000476837163
1
<0.1%
3.0910000801086426
1
<0.1%
3.6475000381469727
1
<0.1%
3.7465999126434326
3
<0.1%
3.86739993095398
1
<0.1%
4.10860013961792
1
<0.1%
4.611000061035156
2
<0.1%
4.795400142669678
1
<0.1%
5.0
8
<0.1%
5.13040018081665
1
<0.1%
5.300000190734863
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
11000.0
1
<0.1%
10000.0
1
<0.1%
9000.0
1
<0.1%
8250.0
3
<0.1%
8000.0
2
<0.1%
7750.0
1
<0.1%
7600.0
3
<0.1%
7550.0
1
<0.1%
V279
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
147,375
83.2%
1.0
18,366
10.4%
2.0
5,660
3.2%
3.0
2,440
1.4%
4.0
1,199
0.7%
5.0
624
0.4%
6.0
378
0.2%
7.0
210
0.1%
8.0
160
<0.1%
9.0
103
<0.1%
10.0
46
<0.1%
11.0
38
<0.1%
12.0
26
<0.1%
14.0
18
<0.1%
13.0
12
<0.1%
SMALLEST VALUES
0.0
147,375
83.2%
1.0
18,366
10.4%
2.0
5,660
3.2%
3.0
2,440
1.4%
4.0
1,199
0.7%
5.0
624
0.4%
6.0
378
0.2%
7.0
210
0.1%
8.0
160
<0.1%
9.0
103
<0.1%
10.0
46
<0.1%
11.0
38
<0.1%
12.0
26
<0.1%
13.0
12
<0.1%
14.0
18
<0.1%
LARGEST VALUES
874.0
1
<0.1%
872.0
1
<0.1%
871.0
1
<0.1%
865.0
1
<0.1%
862.0
1
<0.1%
858.0
1
<0.1%
857.0
1
<0.1%
856.0
1
<0.1%
853.0
1
<0.1%
849.0
1
<0.1%
847.0
1
<0.1%
845.0
1
<0.1%
844.0
1
<0.1%
843.0
1
<0.1%
842.0
1
<0.1%
V280
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
126,341
71.3%
1.0
27,425
15.5%
2.0
9,949
5.6%
3.0
4,617
2.6%
4.0
2,543
1.4%
5.0
1,576
0.9%
6.0
1,044
0.6%
7.0
696
0.4%
8.0
488
0.3%
9.0
389
0.2%
10.0
255
0.1%
11.0
190
0.1%
12.0
169
<0.1%
13.0
133
<0.1%
14.0
101
<0.1%
SMALLEST VALUES
0.0
126,341
71.3%
1.0
27,425
15.5%
2.0
9,949
5.6%
3.0
4,617
2.6%
4.0
2,543
1.4%
5.0
1,576
0.9%
6.0
1,044
0.6%
7.0
696
0.4%
8.0
488
0.3%
9.0
389
0.2%
10.0
255
0.1%
11.0
190
0.1%
12.0
169
<0.1%
13.0
133
<0.1%
14.0
101
<0.1%
LARGEST VALUES
973.0
1
<0.1%
971.0
1
<0.1%
962.0
1
<0.1%
960.0
1
<0.1%
959.0
1
<0.1%
958.0
1
<0.1%
955.0
1
<0.1%
954.0
1
<0.1%
947.0
1
<0.1%
946.0
1
<0.1%
945.0
2
<0.1%
944.0
2
<0.1%
942.0
1
<0.1%
941.0
4
<0.1%
940.0
1
<0.1%
V281
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
168,355
95.2%
1.0
5,026
2.8%
2.0
1,718
1.0%
3.0
755
0.4%
4.0
453
0.3%
5.0
176
<0.1%
6.0
104
<0.1%
7.0
69
<0.1%
8.0
33
<0.1%
9.0
33
<0.1%
10.0
26
<0.1%
11.0
6
<0.1%
12.0
6
<0.1%
13.0
6
<0.1%
14.0
2
<0.1%
SMALLEST VALUES
0.0
168,355
95.2%
1.0
5,026
2.8%
2.0
1,718
1.0%
3.0
755
0.4%
4.0
453
0.3%
5.0
176
<0.1%
6.0
104
<0.1%
7.0
69
<0.1%
8.0
33
<0.1%
9.0
33
<0.1%
10.0
26
<0.1%
11.0
6
<0.1%
12.0
6
<0.1%
13.0
6
<0.1%
14.0
2
<0.1%
LARGEST VALUES
21.0
1
<0.1%
15.0
2
<0.1%
14.0
2
<0.1%
13.0
6
<0.1%
12.0
6
<0.1%
11.0
6
<0.1%
10.0
26
<0.1%
9.0
33
<0.1%
8.0
33
<0.1%
7.0
69
<0.1%
6.0
104
<0.1%
5.0
176
<0.1%
4.0
453
0.3%
3.0
755
0.4%
2.0
1,718
1.0%
V282
MISSING:
391
(<1%)
MOST FREQUENT VALUES
1.0
94,705
53.6%
0.0
63,989
36.2%
2.0
11,358
6.4%
3.0
3,645
2.1%
4.0
1,477
0.8%
5.0
775
0.4%
6.0
323
0.2%
7.0
194
0.1%
8.0
84
<0.1%
9.0
82
<0.1%
10.0
51
<0.1%
11.0
37
<0.1%
12.0
16
<0.1%
13.0
12
<0.1%
14.0
6
<0.1%
SMALLEST VALUES
0.0
63,989
36.2%
1.0
94,705
53.6%
2.0
11,358
6.4%
3.0
3,645
2.1%
4.0
1,477
0.8%
5.0
775
0.4%
6.0
323
0.2%
7.0
194
0.1%
8.0
84
<0.1%
9.0
82
<0.1%
10.0
51
<0.1%
11.0
37
<0.1%
12.0
16
<0.1%
13.0
12
<0.1%
14.0
6
<0.1%
LARGEST VALUES
28.0
1
<0.1%
27.0
1
<0.1%
26.0
1
<0.1%
25.0
1
<0.1%
23.0
1
<0.1%
22.0
1
<0.1%
19.0
1
<0.1%
16.0
4
<0.1%
15.0
6
<0.1%
14.0
6
<0.1%
13.0
12
<0.1%
12.0
16
<0.1%
11.0
37
<0.1%
10.0
51
<0.1%
9.0
82
<0.1%
V283
MISSING:
391
(<1%)
MOST FREQUENT VALUES
1.0
85,056
48.1%
0.0
63,590
36.0%
2.0
15,636
8.8%
3.0
5,750
3.3%
4.0
2,670
1.5%
5.0
1,473
0.8%
6.0
819
0.5%
7.0
524
0.3%
8.0
341
0.2%
9.0
196
0.1%
10.0
172
<0.1%
12.0
88
<0.1%
11.0
84
<0.1%
13.0
64
<0.1%
14.0
57
<0.1%
SMALLEST VALUES
0.0
63,590
36.0%
1.0
85,056
48.1%
2.0
15,636
8.8%
3.0
5,750
3.3%
4.0
2,670
1.5%
5.0
1,473
0.8%
6.0
819
0.5%
7.0
524
0.3%
8.0
341
0.2%
9.0
196
0.1%
10.0
172
<0.1%
11.0
84
<0.1%
12.0
88
<0.1%
13.0
64
<0.1%
14.0
57
<0.1%
LARGEST VALUES
68.0
14
<0.1%
66.0
1
<0.1%
61.0
2
<0.1%
51.0
1
<0.1%
49.0
1
<0.1%
48.0
1
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
43.0
1
<0.1%
41.0
1
<0.1%
40.0
1
<0.1%
39.0
1
<0.1%
38.0
2
<0.1%
37.0
1
<0.1%
36.0
3
<0.1%
V284
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
163,458
92.3%
1.0
11,974
6.8%
2.0
1,356
0.8%
3.0
282
0.2%
4.0
56
<0.1%
5.0
16
<0.1%
6.0
11
<0.1%
8.0
3
<0.1%
11.0
1
<0.1%
9.0
1
<0.1%
7.0
1
<0.1%
SMALLEST VALUES
0.0
163,458
92.3%
1.0
11,974
6.8%
2.0
1,356
0.8%
3.0
282
0.2%
4.0
56
<0.1%
5.0
16
<0.1%
6.0
11
<0.1%
7.0
1
<0.1%
8.0
3
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
9.0
1
<0.1%
8.0
3
<0.1%
7.0
1
<0.1%
6.0
11
<0.1%
5.0
16
<0.1%
4.0
56
<0.1%
3.0
282
0.2%
2.0
1,356
0.8%
1.0
11,974
6.8%
0.0
163,458
92.3%
V285
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
106,063
59.9%
1.0
31,878
18.0%
2.0
15,170
8.6%
3.0
8,206
4.6%
4.0
5,300
3.0%
5.0
3,024
1.7%
6.0
1,987
1.1%
7.0
1,334
0.8%
8.0
947
0.5%
9.0
707
0.4%
10.0
444
0.3%
11.0
365
0.2%
12.0
305
0.2%
26.0
300
0.2%
18.0
164
<0.1%
SMALLEST VALUES
0.0
106,063
59.9%
1.0
31,878
18.0%
2.0
15,170
8.6%
3.0
8,206
4.6%
4.0
5,300
3.0%
5.0
3,024
1.7%
6.0
1,987
1.1%
7.0
1,334
0.8%
8.0
947
0.5%
9.0
707
0.4%
10.0
444
0.3%
11.0
365
0.2%
12.0
305
0.2%
13.0
150
<0.1%
14.0
91
<0.1%
LARGEST VALUES
94.0
4
<0.1%
93.0
3
<0.1%
92.0
5
<0.1%
91.0
2
<0.1%
90.0
7
<0.1%
89.0
8
<0.1%
88.0
5
<0.1%
87.0
3
<0.1%
86.0
4
<0.1%
85.0
2
<0.1%
84.0
3
<0.1%
83.0
2
<0.1%
82.0
2
<0.1%
81.0
1
<0.1%
80.0
3
<0.1%
V286
MISSING:
3
(<1%)
TOP CATEGORIES
isFraud
0.0
171,978
97%
6,130
4%
1.0
4,845
3%
194
4%
2.0
279
<1%
13
5%
3.0
49
<1%
3
6%
4.0
4
<1%
0
0%
5.0
2
<1%
0
0%
8.0
1
<1%
0
0%
6.0
1
<1%
0
0%
ALL
177,159
100%
6,341
4%
V287
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
139,724
78.9%
1.0
25,182
14.2%
2.0
6,781
3.8%
3.0
2,665
1.5%
4.0
1,539
0.9%
9.0
322
0.2%
5.0
286
0.2%
7.0
206
0.1%
6.0
139
<0.1%
8.0
49
<0.1%
10.0
36
<0.1%
11.0
24
<0.1%
18.0
22
<0.1%
19.0
19
<0.1%
15.0
18
<0.1%
SMALLEST VALUES
0.0
139,724
78.9%
1.0
25,182
14.2%
2.0
6,781
3.8%
3.0
2,665
1.5%
4.0
1,539
0.9%
5.0
286
0.2%
6.0
139
<0.1%
7.0
206
0.1%
8.0
49
<0.1%
9.0
322
0.2%
10.0
36
<0.1%
11.0
24
<0.1%
12.0
17
<0.1%
13.0
16
<0.1%
14.0
13
<0.1%
LARGEST VALUES
31.0
5
<0.1%
30.0
5
<0.1%
29.0
1
<0.1%
28.0
1
<0.1%
27.0
1
<0.1%
26.0
2
<0.1%
25.0
6
<0.1%
24.0
4
<0.1%
23.0
8
<0.1%
22.0
12
<0.1%
21.0
15
<0.1%
20.0
14
<0.1%
19.0
19
<0.1%
18.0
22
<0.1%
17.0
11
<0.1%
V288
MISSING:
391
(<1%)
TOP CATEGORIES
isFraud
0.0
146,727
83%
4,884
3%
1.0
27,636
16%
1,251
5%
2.0
2,130
1%
175
8%
3.0
249
<1%
14
6%
4.0
14
<1%
6
43%
5.0
10
<1%
0
0%
7.0
2
<1%
0
0%
6.0
2
<1%
0
0%
8.0
1
<1%
0
0%
ALL
176,771
100%
6,341
4%
V289
MISSING:
391
(<1%)
TOP CATEGORIES
isFraud
0.0
145,977
83%
4,839
3%
1.0
22,845
13%
911
4%
2.0
5,713
3%
393
7%
3.0
1,538
<1%
106
7%
4.0
546
<1%
65
12%
5.0
91
<1%
11
12%
6.0
21
<1%
2
10%
7.0
20
<1%
3
15%
8.0
16
<1%
0
0%
9.0
4
<1%
0
0%
ALL
176,771
100%
6,341
4%
V290
MISSING:
3
(<1%)
MOST FREQUENT VALUES
1.0
165,318
93.3%
2.0
9,333
5.3%
3.0
1,453
0.8%
4.0
495
0.3%
5.0
223
0.1%
6.0
105
<0.1%
7.0
75
<0.1%
8.0
33
<0.1%
9.0
21
<0.1%
10.0
10
<0.1%
22.0
6
<0.1%
11.0
6
<0.1%
17.0
6
<0.1%
21.0
6
<0.1%
28.0
4
<0.1%
SMALLEST VALUES
1.0
165,318
93.3%
2.0
9,333
5.3%
3.0
1,453
0.8%
4.0
495
0.3%
5.0
223
0.1%
6.0
105
<0.1%
7.0
75
<0.1%
8.0
33
<0.1%
9.0
21
<0.1%
10.0
10
<0.1%
11.0
6
<0.1%
12.0
3
<0.1%
13.0
3
<0.1%
14.0
2
<0.1%
15.0
3
<0.1%
LARGEST VALUES
66.0
1
<0.1%
60.0
2
<0.1%
54.0
1
<0.1%
47.0
2
<0.1%
45.0
1
<0.1%
44.0
1
<0.1%
42.0
4
<0.1%
40.0
2
<0.1%
39.0
2
<0.1%
38.0
3
<0.1%
37.0
1
<0.1%
36.0
1
<0.1%
35.0
1
<0.1%
34.0
3
<0.1%
33.0
3
<0.1%
V291
MISSING:
3
(<1%)
MOST FREQUENT VALUES
1.0
138,522
78.2%
2.0
28,058
15.8%
3.0
6,375
3.6%
4.0
2,155
1.2%
5.0
929
0.5%
6.0
395
0.2%
7.0
235
0.1%
8.0
122
<0.1%
9.0
67
<0.1%
10.0
49
<0.1%
11.0
38
<0.1%
12.0
29
<0.1%
13.0
13
<0.1%
18.0
10
<0.1%
19.0
9
<0.1%
SMALLEST VALUES
1.0
138,522
78.2%
2.0
28,058
15.8%
3.0
6,375
3.6%
4.0
2,155
1.2%
5.0
929
0.5%
6.0
395
0.2%
7.0
235
0.1%
8.0
122
<0.1%
9.0
67
<0.1%
10.0
49
<0.1%
11.0
38
<0.1%
12.0
29
<0.1%
13.0
13
<0.1%
14.0
9
<0.1%
15.0
8
<0.1%
LARGEST VALUES
1044.0
1
<0.1%
1043.0
1
<0.1%
1040.0
1
<0.1%
1038.0
1
<0.1%
1035.0
1
<0.1%
1034.0
1
<0.1%
1030.0
1
<0.1%
937.0
1
<0.1%
936.0
1
<0.1%
906.0
1
<0.1%
890.0
2
<0.1%
873.0
1
<0.1%
868.0
1
<0.1%
857.0
2
<0.1%
848.0
1
<0.1%
V292
MISSING:
3
(<1%)
MOST FREQUENT VALUES
1.0
156,336
88.2%
2.0
16,032
9.0%
3.0
2,896
1.6%
4.0
947
0.5%
5.0
391
0.2%
6.0
166
<0.1%
7.0
116
<0.1%
8.0
64
<0.1%
9.0
42
<0.1%
10.0
30
<0.1%
11.0
18
<0.1%
12.0
10
<0.1%
13.0
6
<0.1%
173.0
5
<0.1%
14.0
5
<0.1%
SMALLEST VALUES
1.0
156,336
88.2%
2.0
16,032
9.0%
3.0
2,896
1.6%
4.0
947
0.5%
5.0
391
0.2%
6.0
166
<0.1%
7.0
116
<0.1%
8.0
64
<0.1%
9.0
42
<0.1%
10.0
30
<0.1%
11.0
18
<0.1%
12.0
10
<0.1%
13.0
6
<0.1%
14.0
5
<0.1%
15.0
5
<0.1%
LARGEST VALUES
323.0
1
<0.1%
309.0
1
<0.1%
274.0
1
<0.1%
273.0
1
<0.1%
243.0
1
<0.1%
234.0
1
<0.1%
231.0
1
<0.1%
227.0
1
<0.1%
225.0
1
<0.1%
216.0
1
<0.1%
215.0
1
<0.1%
208.0
1
<0.1%
206.0
1
<0.1%
202.0
2
<0.1%
201.0
2
<0.1%
V293
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
163,751
92.4%
1.0
7,460
4.2%
2.0
2,678
1.5%
3.0
1,254
0.7%
4.0
630
0.4%
5.0
343
0.2%
6.0
193
0.1%
7.0
140
<0.1%
8.0
92
<0.1%
9.0
50
<0.1%
10.0
28
<0.1%
12.0
21
<0.1%
11.0
18
<0.1%
13.0
12
<0.1%
16.0
10
<0.1%
SMALLEST VALUES
0.0
163,751
92.4%
1.0
7,460
4.2%
2.0
2,678
1.5%
3.0
1,254
0.7%
4.0
630
0.4%
5.0
343
0.2%
6.0
193
0.1%
7.0
140
<0.1%
8.0
92
<0.1%
9.0
50
<0.1%
10.0
28
<0.1%
11.0
18
<0.1%
12.0
21
<0.1%
13.0
12
<0.1%
14.0
7
<0.1%
LARGEST VALUES
863.0
1
<0.1%
861.0
1
<0.1%
860.0
1
<0.1%
854.0
1
<0.1%
851.0
1
<0.1%
847.0
1
<0.1%
846.0
1
<0.1%
845.0
1
<0.1%
842.0
1
<0.1%
838.0
1
<0.1%
836.0
1
<0.1%
834.0
1
<0.1%
833.0
1
<0.1%
832.0
1
<0.1%
831.0
1
<0.1%
V294
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
155,682
87.9%
1.0
9,010
5.1%
2.0
4,122
2.3%
3.0
2,240
1.3%
4.0
1,327
0.7%
5.0
820
0.5%
6.0
613
0.3%
7.0
451
0.3%
8.0
342
0.2%
9.0
255
0.1%
10.0
190
0.1%
11.0
173
<0.1%
12.0
140
<0.1%
13.0
116
<0.1%
14.0
99
<0.1%
SMALLEST VALUES
0.0
155,682
87.9%
1.0
9,010
5.1%
2.0
4,122
2.3%
3.0
2,240
1.3%
4.0
1,327
0.7%
5.0
820
0.5%
6.0
613
0.3%
7.0
451
0.3%
8.0
342
0.2%
9.0
255
0.1%
10.0
190
0.1%
11.0
173
<0.1%
12.0
140
<0.1%
13.0
116
<0.1%
14.0
99
<0.1%
LARGEST VALUES
1286.0
8
<0.1%
1279.0
1
<0.1%
1277.0
1
<0.1%
1268.0
1
<0.1%
1266.0
1
<0.1%
1265.0
1
<0.1%
1264.0
1
<0.1%
1261.0
1
<0.1%
1260.0
1
<0.1%
1253.0
5
<0.1%
1246.0
1
<0.1%
1244.0
1
<0.1%
1243.0
1
<0.1%
1237.0
1
<0.1%
1234.0
1
<0.1%
V295
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
160,275
90.5%
1.0
7,977
4.5%
2.0
3,342
1.9%
3.0
1,731
1.0%
4.0
925
0.5%
5.0
619
0.3%
6.0
413
0.2%
7.0
281
0.2%
8.0
202
0.1%
9.0
164
<0.1%
10.0
115
<0.1%
11.0
96
<0.1%
13.0
75
<0.1%
12.0
71
<0.1%
15.0
47
<0.1%
SMALLEST VALUES
0.0
160,275
90.5%
1.0
7,977
4.5%
2.0
3,342
1.9%
3.0
1,731
1.0%
4.0
925
0.5%
5.0
619
0.3%
6.0
413
0.2%
7.0
281
0.2%
8.0
202
0.1%
9.0
164
<0.1%
10.0
115
<0.1%
11.0
96
<0.1%
12.0
71
<0.1%
13.0
75
<0.1%
14.0
42
<0.1%
LARGEST VALUES
926.0
1
<0.1%
924.0
1
<0.1%
915.0
1
<0.1%
913.0
1
<0.1%
912.0
1
<0.1%
911.0
1
<0.1%
908.0
1
<0.1%
907.0
1
<0.1%
904.0
1
<0.1%
903.0
8
<0.1%
902.0
1
<0.1%
901.0
1
<0.1%
900.0
5
<0.1%
895.0
1
<0.1%
893.0
1
<0.1%
V296
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
160,956
91.1%
1.0
9,774
5.5%
2.0
3,001
1.7%
3.0
1,060
0.6%
4.0
472
0.3%
5.0
267
0.2%
71.0
259
0.1%
6.0
191
0.1%
7.0
105
<0.1%
33.0
101
<0.1%
8.0
73
<0.1%
10.0
51
<0.1%
22.0
45
<0.1%
9.0
44
<0.1%
11.0
34
<0.1%
SMALLEST VALUES
0.0
160,956
91.1%
1.0
9,774
5.5%
2.0
3,001
1.7%
3.0
1,060
0.6%
4.0
472
0.3%
5.0
267
0.2%
6.0
191
0.1%
7.0
105
<0.1%
8.0
73
<0.1%
9.0
44
<0.1%
10.0
51
<0.1%
11.0
34
<0.1%
12.0
28
<0.1%
13.0
10
<0.1%
14.0
15
<0.1%
LARGEST VALUES
90.0
1
<0.1%
89.0
1
<0.1%
88.0
3
<0.1%
85.0
1
<0.1%
84.0
1
<0.1%
83.0
1
<0.1%
82.0
8
<0.1%
81.0
1
<0.1%
80.0
1
<0.1%
79.0
1
<0.1%
76.0
1
<0.1%
71.0
259
0.1%
66.0
1
<0.1%
64.0
1
<0.1%
61.0
1
<0.1%
V297
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
168,816
95.3%
1.0
5,856
3.3%
2.0
1,339
0.8%
3.0
437
0.2%
11.0
400
0.2%
4.0
151
<0.1%
5.0
62
<0.1%
6.0
44
<0.1%
7.0
26
<0.1%
9.0
11
<0.1%
8.0
11
<0.1%
10.0
5
<0.1%
12.0
1
<0.1%
SMALLEST VALUES
0.0
168,816
95.3%
1.0
5,856
3.3%
2.0
1,339
0.8%
3.0
437
0.2%
4.0
151
<0.1%
5.0
62
<0.1%
6.0
44
<0.1%
7.0
26
<0.1%
8.0
11
<0.1%
9.0
11
<0.1%
10.0
5
<0.1%
11.0
400
0.2%
12.0
1
<0.1%
LARGEST VALUES
12.0
1
<0.1%
11.0
400
0.2%
10.0
5
<0.1%
9.0
11
<0.1%
8.0
11
<0.1%
7.0
26
<0.1%
6.0
44
<0.1%
5.0
62
<0.1%
4.0
151
<0.1%
3.0
437
0.2%
2.0
1,339
0.8%
1.0
5,856
3.3%
0.0
168,816
95.3%
V298
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
162,819
91.9%
1.0
8,977
5.1%
2.0
2,662
1.5%
3.0
961
0.5%
4.0
418
0.2%
71.0
259
0.1%
5.0
251
0.1%
6.0
144
<0.1%
33.0
98
<0.1%
7.0
97
<0.1%
22.0
49
<0.1%
8.0
45
<0.1%
11.0
34
<0.1%
9.0
32
<0.1%
10.0
30
<0.1%
SMALLEST VALUES
0.0
162,819
91.9%
1.0
8,977
5.1%
2.0
2,662
1.5%
3.0
961
0.5%
4.0
418
0.2%
5.0
251
0.1%
6.0
144
<0.1%
7.0
97
<0.1%
8.0
45
<0.1%
9.0
32
<0.1%
10.0
30
<0.1%
11.0
34
<0.1%
12.0
18
<0.1%
13.0
18
<0.1%
14.0
14
<0.1%
LARGEST VALUES
90.0
1
<0.1%
89.0
1
<0.1%
88.0
3
<0.1%
85.0
1
<0.1%
84.0
1
<0.1%
83.0
1
<0.1%
82.0
8
<0.1%
81.0
1
<0.1%
80.0
1
<0.1%
79.0
1
<0.1%
76.0
1
<0.1%
71.0
259
0.1%
66.0
1
<0.1%
64.0
1
<0.1%
61.0
1
<0.1%
V299
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
166,661
94.1%
1.0
7,001
4.0%
2.0
1,826
1.0%
3.0
628
0.4%
4.0
246
0.1%
38.0
138
<0.1%
34.0
133
<0.1%
5.0
102
<0.1%
27.0
100
<0.1%
6.0
75
<0.1%
7.0
36
<0.1%
11.0
34
<0.1%
8.0
28
<0.1%
12.0
24
<0.1%
9.0
13
<0.1%
SMALLEST VALUES
0.0
166,661
94.1%
1.0
7,001
4.0%
2.0
1,826
1.0%
3.0
628
0.4%
4.0
246
0.1%
5.0
102
<0.1%
6.0
75
<0.1%
7.0
36
<0.1%
8.0
28
<0.1%
9.0
13
<0.1%
10.0
11
<0.1%
11.0
34
<0.1%
12.0
24
<0.1%
13.0
7
<0.1%
14.0
10
<0.1%
LARGEST VALUES
49.0
2
<0.1%
47.0
1
<0.1%
46.0
1
<0.1%
44.0
2
<0.1%
43.0
2
<0.1%
42.0
7
<0.1%
40.0
1
<0.1%
38.0
138
<0.1%
37.0
1
<0.1%
36.0
2
<0.1%
35.0
3
<0.1%
34.0
133
<0.1%
33.0
3
<0.1%
32.0
2
<0.1%
31.0
12
<0.1%
V300
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
170,825
96.6%
1.0
4,573
2.6%
2.0
951
0.5%
3.0
265
0.1%
4.0
85
<0.1%
5.0
29
<0.1%
6.0
19
<0.1%
11.0
14
<0.1%
7.0
7
<0.1%
8.0
2
<0.1%
10.0
1
<0.1%
SMALLEST VALUES
0.0
170,825
96.6%
1.0
4,573
2.6%
2.0
951
0.5%
3.0
265
0.1%
4.0
85
<0.1%
5.0
29
<0.1%
6.0
19
<0.1%
7.0
7
<0.1%
8.0
2
<0.1%
10.0
1
<0.1%
11.0
14
<0.1%
LARGEST VALUES
11.0
14
<0.1%
10.0
1
<0.1%
8.0
2
<0.1%
7.0
7
<0.1%
6.0
19
<0.1%
5.0
29
<0.1%
4.0
85
<0.1%
3.0
265
0.1%
2.0
951
0.5%
1.0
4,573
2.6%
0.0
170,825
96.6%
V301
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
170,217
96.3%
1.0
4,894
2.8%
2.0
1,127
0.6%
3.0
329
0.2%
4.0
94
<0.1%
5.0
49
<0.1%
6.0
33
<0.1%
11.0
15
<0.1%
7.0
7
<0.1%
8.0
3
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
170,217
96.3%
1.0
4,894
2.8%
2.0
1,127
0.6%
3.0
329
0.2%
4.0
94
<0.1%
5.0
49
<0.1%
6.0
33
<0.1%
7.0
7
<0.1%
8.0
3
<0.1%
10.0
2
<0.1%
11.0
15
<0.1%
13.0
1
<0.1%
LARGEST VALUES
13.0
1
<0.1%
11.0
15
<0.1%
10.0
2
<0.1%
8.0
3
<0.1%
7.0
7
<0.1%
6.0
33
<0.1%
5.0
49
<0.1%
4.0
94
<0.1%
3.0
329
0.2%
2.0
1,127
0.6%
1.0
4,894
2.8%
0.0
170,217
96.3%
V302
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
135,049
76.2%
1.0
40,193
22.7%
2.0
1,590
0.9%
3.0
205
0.1%
4.0
57
<0.1%
5.0
30
<0.1%
6.0
16
<0.1%
8.0
6
<0.1%
7.0
5
<0.1%
9.0
3
<0.1%
15.0
2
<0.1%
10.0
2
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
135,049
76.2%
1.0
40,193
22.7%
2.0
1,590
0.9%
3.0
205
0.1%
4.0
57
<0.1%
5.0
30
<0.1%
6.0
16
<0.1%
7.0
5
<0.1%
8.0
6
<0.1%
9.0
3
<0.1%
10.0
2
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
LARGEST VALUES
15.0
2
<0.1%
14.0
1
<0.1%
10.0
2
<0.1%
9.0
3
<0.1%
8.0
6
<0.1%
7.0
5
<0.1%
6.0
16
<0.1%
5.0
30
<0.1%
4.0
57
<0.1%
3.0
205
0.1%
2.0
1,590
0.9%
1.0
40,193
22.7%
0.0
135,049
76.2%
V303
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
134,825
76.1%
1.0
37,992
21.4%
2.0
2,764
1.6%
3.0
741
0.4%
5.0
416
0.2%
4.0
232
0.1%
6.0
71
<0.1%
7.0
37
<0.1%
8.0
31
<0.1%
9.0
19
<0.1%
10.0
10
<0.1%
15.0
4
<0.1%
14.0
4
<0.1%
11.0
4
<0.1%
13.0
3
<0.1%
SMALLEST VALUES
0.0
134,825
76.1%
1.0
37,992
21.4%
2.0
2,764
1.6%
3.0
741
0.4%
4.0
232
0.1%
5.0
416
0.2%
6.0
71
<0.1%
7.0
37
<0.1%
8.0
31
<0.1%
9.0
19
<0.1%
10.0
10
<0.1%
11.0
4
<0.1%
12.0
2
<0.1%
13.0
3
<0.1%
14.0
4
<0.1%
LARGEST VALUES
20.0
2
<0.1%
19.0
1
<0.1%
16.0
1
<0.1%
15.0
4
<0.1%
14.0
4
<0.1%
13.0
3
<0.1%
12.0
2
<0.1%
11.0
4
<0.1%
10.0
10
<0.1%
9.0
19
<0.1%
8.0
31
<0.1%
7.0
37
<0.1%
6.0
71
<0.1%
5.0
416
0.2%
4.0
232
0.1%
V304
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
134,934
76.2%
1.0
39,133
22.1%
2.0
2,202
1.2%
3.0
507
0.3%
4.0
276
0.2%
5.0
43
<0.1%
6.0
31
<0.1%
7.0
15
<0.1%
8.0
9
<0.1%
9.0
4
<0.1%
15.0
2
<0.1%
10.0
2
<0.1%
14.0
1
<0.1%
SMALLEST VALUES
0.0
134,934
76.2%
1.0
39,133
22.1%
2.0
2,202
1.2%
3.0
507
0.3%
4.0
276
0.2%
5.0
43
<0.1%
6.0
31
<0.1%
7.0
15
<0.1%
8.0
9
<0.1%
9.0
4
<0.1%
10.0
2
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
LARGEST VALUES
15.0
2
<0.1%
14.0
1
<0.1%
10.0
2
<0.1%
9.0
4
<0.1%
8.0
9
<0.1%
7.0
15
<0.1%
6.0
31
<0.1%
5.0
43
<0.1%
4.0
276
0.2%
3.0
507
0.3%
2.0
2,202
1.2%
1.0
39,133
22.1%
0.0
134,934
76.2%
V305
MISSING:
3
(<1%)
TOP CATEGORIES
isFraud
1.0
177,157
>99%
6,340
4%
2.0
2
<1%
0
0%
ALL
177,159
100%
6,341
4%
V306
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
147,375
83.2%
59.0
1,187
0.7%
117.0
1,168
0.7%
100.0
668
0.4%
49.0
640
0.4%
226.0
487
0.3%
57.95000076293945
475
0.3%
107.9499969482422
473
0.3%
50.0
434
0.2%
200.0
429
0.2%
39.0
427
0.2%
29.0
386
0.2%
150.0
364
0.2%
171.0
338
0.2%
77.0
302
0.2%
SMALLEST VALUES
0.0
147,375
83.2%
0.4668999910354614
1
<0.1%
0.5830000042915344
1
<0.1%
0.928600013256073
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
1
<0.1%
1.7563999891281128
2
<0.1%
1.895799994468689
1
<0.1%
2.001199960708618
1
<0.1%
2.340399980545044
1
<0.1%
2.3564000129699707
1
<0.1%
2.4147000312805176
1
<0.1%
2.533400058746338
1
<0.1%
2.565200090408325
2
<0.1%
2.6345999240875244
2
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
94265.0
1
<0.1%
94053.0
1
<0.1%
93947.0
1
<0.1%
93311.0
1
<0.1%
92993.0
1
<0.1%
92569.0
1
<0.1%
92463.0
1
<0.1%
92357.0
1
<0.1%
92039.0
1
<0.1%
91615.0
1
<0.1%
91403.0
1
<0.1%
91191.0
1
<0.1%
91085.0
1
<0.1%
V307
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
94,536
53.4%
107.9499969482422
1,937
1.1%
57.95000076293945
1,736
1.0%
59.0
1,662
0.9%
117.0
1,556
0.9%
100.0
976
0.6%
49.0
841
0.5%
50.0
686
0.4%
47.95000076293945
671
0.4%
226.0
663
0.4%
200.0
639
0.4%
35.95000076293945
585
0.3%
150.0
526
0.3%
30.95000076293945
525
0.3%
39.0
503
0.3%
SMALLEST VALUES
0.0
94,536
53.4%
0.5830000042915344
1
<0.1%
0.7695999741554259
1
<0.1%
0.8145999908447266
1
<0.1%
0.928600013256073
1
<0.1%
1.1648999452590942
1
<0.1%
1.170199990272522
1
<0.1%
1.2353999614715576
1
<0.1%
1.5549999475479126
1
<0.1%
2.215399980545044
1
<0.1%
2.291699886322021
1
<0.1%
2.2960000038146973
1
<0.1%
2.340399980545044
1
<0.1%
2.3564000129699707
1
<0.1%
2.533400058746338
1
<0.1%
LARGEST VALUES
145512.0
1
<0.1%
145406.0
1
<0.1%
145319.0
1
<0.1%
145300.0
1
<0.1%
145209.0
1
<0.1%
144879.0
1
<0.1%
144769.0
1
<0.1%
144659.0
1
<0.1%
144290.0
1
<0.1%
144178.0
1
<0.1%
143674.0
1
<0.1%
143562.0
1
<0.1%
143506.0
1
<0.1%
143400.0
1
<0.1%
143082.0
1
<0.1%
V308
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
126,341
71.3%
59.0
1,786
1.0%
117.0
1,702
1.0%
57.95000076293945
1,171
0.7%
107.9499969482422
989
0.6%
49.0
872
0.5%
100.0
755
0.4%
226.0
699
0.4%
39.0
578
0.3%
50.0
555
0.3%
29.0
504
0.3%
200.0
503
0.3%
171.0
486
0.3%
47.95000076293945
464
0.3%
35.95000076293945
461
0.3%
SMALLEST VALUES
0.0
126,341
71.3%
0.4668999910354614
1
<0.1%
0.5830000042915344
1
<0.1%
0.928600013256073
1
<0.1%
1.1648999452590942
1
<0.1%
1.170199990272522
1
<0.1%
1.7383999824523926
2
<0.1%
1.7563999891281128
1
<0.1%
1.895799994468689
1
<0.1%
2.340399980545044
1
<0.1%
2.3564000129699707
1
<0.1%
2.533400058746338
1
<0.1%
2.565200090408325
3
<0.1%
2.598099946975708
1
<0.1%
2.599600076675415
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
103328.0
1
<0.1%
103216.0
1
<0.1%
102712.0
1
<0.1%
102600.0
1
<0.1%
102544.0
1
<0.1%
102438.0
1
<0.1%
102120.0
1
<0.1%
102014.0
1
<0.1%
101640.0
1
<0.1%
101288.0
1
<0.1%
101166.0
1
<0.1%
101076.0
1
<0.1%
101060.0
1
<0.1%
100970.0
1
<0.1%
V309
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
163,458
92.3%
59.0
989
0.6%
117.0
884
0.5%
49.0
516
0.3%
39.0
364
0.2%
226.0
338
0.2%
29.0
331
0.2%
57.95000076293945
306
0.2%
107.9499969482422
296
0.2%
77.0
248
0.1%
171.0
248
0.1%
34.0
237
0.1%
100.0
197
0.1%
335.0
187
0.1%
92.0
148
<0.1%
SMALLEST VALUES
0.0
163,458
92.3%
0.2915000021457672
1
<0.1%
1.7383999824523926
1
<0.1%
1.895799994468689
1
<0.1%
2.3564000129699707
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
1
<0.1%
2.982800006866455
1
<0.1%
3.164099931716919
1
<0.1%
3.2065000534057617
1
<0.1%
3.275399923324585
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
3300.0
1
<0.1%
3162.949951171875
1
<0.1%
3093.949951171875
2
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
2793.0
1
<0.1%
2749.64990234375
1
<0.1%
2652.0
1
<0.1%
2594.949951171875
4
<0.1%
2594.93994140625
2
<0.1%
2591.75
1
<0.1%
2547.4599609375
1
<0.1%
V310
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
106,063
59.9%
107.9499969482422
2,003
1.1%
59.0
1,899
1.1%
57.95000076293945
1,798
1.0%
117.0
1,725
1.0%
49.0
967
0.5%
226.0
728
0.4%
47.95000076293945
671
0.4%
35.95000076293945
612
0.3%
39.0
582
0.3%
30.95000076293945
533
0.3%
100.0
501
0.3%
171.0
493
0.3%
29.0
492
0.3%
209.9499969482422
491
0.3%
SMALLEST VALUES
0.0
106,063
59.9%
0.2915000021457672
1
<0.1%
0.4839000105857849
1
<0.1%
0.6873999834060669
1
<0.1%
0.7695999741554259
1
<0.1%
0.8145999908447266
1
<0.1%
1.1648999452590942
1
<0.1%
1.2353999614715576
1
<0.1%
2.2960000038146973
1
<0.1%
2.3564000129699707
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
4
<0.1%
2.599600076675415
2
<0.1%
2.6807000637054443
1
<0.1%
2.7792999744415283
1
<0.1%
LARGEST VALUES
30250.0
2
<0.1%
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
7519.8701171875
1
<0.1%
6800.0
1
<0.1%
6159.89013671875
1
<0.1%
6019.8701171875
1
<0.1%
5998.0
6
<0.1%
5972.0
1
<0.1%
5913.0
1
<0.1%
5852.0
1
<0.1%
5735.0
1
<0.1%
5692.0
2
<0.1%
5635.77001953125
1
<0.1%
V311
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
171,978
97.1%
59.0
271
0.2%
117.0
248
0.1%
57.95000076293945
189
0.1%
107.9499969482422
183
0.1%
49.0
114
<0.1%
29.0
96
<0.1%
39.0
86
<0.1%
100.0
83
<0.1%
226.0
75
<0.1%
50.0
74
<0.1%
171.0
59
<0.1%
30.95000076293945
58
<0.1%
34.0
57
<0.1%
335.0
55
<0.1%
SMALLEST VALUES
0.0
171,978
97.1%
0.2915000021457672
1
<0.1%
1.895799994468689
1
<0.1%
2.3564000129699707
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.8455998897552486
1
<0.1%
3.164099931716919
1
<0.1%
3.3145999908447266
1
<0.1%
3.50440001487732
1
<0.1%
3.582799911499023
2
<0.1%
3.7465999126434326
1
<0.1%
3.8891000747680655
1
<0.1%
3.9347000122070312
1
<0.1%
3.964400053024292
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
11000.0
1
<0.1%
3162.949951171875
1
<0.1%
3093.949951171875
1
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
2749.64990234375
1
<0.1%
2594.949951171875
4
<0.1%
2594.93994140625
2
<0.1%
2547.4599609375
1
<0.1%
2534.8798828125
1
<0.1%
2353.52001953125
1
<0.1%
2294.949951171875
1
<0.1%
2290.949951171875
1
<0.1%
2264.949951171875
1
<0.1%
V312
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
139,724
78.9%
59.0
1,940
1.1%
117.0
1,819
1.0%
57.95000076293945
1,088
0.6%
49.0
951
0.5%
107.9499969482422
875
0.5%
226.0
713
0.4%
39.0
655
0.4%
29.0
539
0.3%
171.0
513
0.3%
34.0
450
0.3%
77.0
439
0.2%
35.95000076293945
430
0.2%
30.95000076293945
417
0.2%
25.95000076293945
407
0.2%
SMALLEST VALUES
0.0
139,724
78.9%
0.2915000021457672
1
<0.1%
1.1648999452590942
1
<0.1%
1.7383999824523926
2
<0.1%
1.895799994468689
1
<0.1%
2.3564000129699707
1
<0.1%
2.390300035476685
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
3
<0.1%
2.599600076675415
1
<0.1%
2.8396999835968018
1
<0.1%
2.8455998897552486
1
<0.1%
2.941499948501587
1
<0.1%
2.982800006866455
1
<0.1%
3.089900016784668
1
<0.1%
LARGEST VALUES
12500.0
1
<0.1%
12307.5
1
<0.1%
11000.0
1
<0.1%
4015.89990234375
1
<0.1%
3489.5
1
<0.1%
3379.0
2
<0.1%
3305.0
1
<0.1%
3300.0
1
<0.1%
3267.0
1
<0.1%
3258.0
2
<0.1%
3181.0
1
<0.1%
3175.0
1
<0.1%
3162.949951171875
1
<0.1%
3093.949951171875
2
<0.1%
3081.969970703125
2
<0.1%
V313
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
146,727
83.0%
59.0
2,030
1.1%
117.0
1,626
0.9%
57.95000076293945
1,094
0.6%
107.9499969482422
1,042
0.6%
49.0
943
0.5%
39.0
718
0.4%
226.0
711
0.4%
100.0
635
0.4%
29.0
510
0.3%
34.0
474
0.3%
47.95000076293945
449
0.3%
35.95000076293945
424
0.2%
25.95000076293945
424
0.2%
171.0
422
0.2%
SMALLEST VALUES
0.0
146,727
83.0%
0.2915000021457672
2
<0.1%
0.4839000105857849
1
<0.1%
0.5426999926567078
1
<0.1%
0.6873999834060669
1
<0.1%
0.7695999741554259
1
<0.1%
1.1648999452590942
2
<0.1%
1.2353999614715576
1
<0.1%
2.1979000568389893
1
<0.1%
2.2960000038146973
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.599600076675415
3
<0.1%
2.8396999835968018
3
<0.1%
2.982800006866455
1
<0.1%
LARGEST VALUES
4079.93994140625
1
<0.1%
3956.199951171875
1
<0.1%
3618.31005859375
1
<0.1%
3594.949951171875
1
<0.1%
3300.0
1
<0.1%
3234.429931640625
1
<0.1%
3162.949951171875
1
<0.1%
3093.949951171875
2
<0.1%
3081.969970703125
2
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
3015.89990234375
1
<0.1%
2863.949951171875
1
<0.1%
2795.7900390625
1
<0.1%
2749.64990234375
1
<0.1%
V314
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
141,798
80.2%
59.0
1,300
0.7%
117.0
1,182
0.7%
107.9499969482422
804
0.5%
57.95000076293945
779
0.4%
49.0
690
0.4%
226.0
488
0.3%
740.0
430
0.2%
39.0
427
0.2%
29.0
336
0.2%
34.0
325
0.2%
47.95000076293945
308
0.2%
171.0
308
0.2%
35.95000076293945
298
0.2%
25.95000076293945
264
0.1%
SMALLEST VALUES
0.0
141,798
80.2%
0.2915000021457672
2
<0.1%
0.4839000105857849
1
<0.1%
0.6873999834060669
1
<0.1%
0.7695999741554259
1
<0.1%
0.8145999908447266
1
<0.1%
1.1648999452590942
1
<0.1%
1.2353999614715576
1
<0.1%
2.2960000038146973
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.599600076675415
2
<0.1%
2.982800006866455
1
<0.1%
3.2065000534057617
1
<0.1%
3.275399923324585
1
<0.1%
LARGEST VALUES
7519.8701171875
3
<0.1%
6159.89013671875
1
<0.1%
5183.77978515625
2
<0.1%
5021.89990234375
1
<0.1%
4820.0
2
<0.1%
4800.18017578125
1
<0.1%
4557.43994140625
1
<0.1%
4386.35009765625
1
<0.1%
4077.85009765625
2
<0.1%
3956.199951171875
1
<0.1%
3876.0
1
<0.1%
3875.0
2
<0.1%
3688.0
6
<0.1%
3636.0
1
<0.1%
3618.31005859375
1
<0.1%
V315
MISSING:
391
(<1%)
MOST FREQUENT VALUES
0.0
145,977
82.6%
59.0
1,572
0.9%
117.0
1,333
0.8%
57.95000076293945
916
0.5%
107.9499969482422
912
0.5%
49.0
759
0.4%
100.0
620
0.4%
226.0
551
0.3%
39.0
507
0.3%
29.0
390
0.2%
34.0
362
0.2%
47.95000076293945
361
0.2%
35.95000076293945
354
0.2%
171.0
346
0.2%
25.95000076293945
322
0.2%
SMALLEST VALUES
0.0
145,977
82.6%
0.2915000021457672
2
<0.1%
0.4839000105857849
1
<0.1%
0.6873999834060669
1
<0.1%
0.7695999741554259
1
<0.1%
0.8145999908447266
1
<0.1%
1.1648999452590942
1
<0.1%
1.2353999614715576
1
<0.1%
2.1979000568389893
1
<0.1%
2.2960000038146973
1
<0.1%
2.390300035476685
1
<0.1%
2.598099946975708
2
<0.1%
2.599600076675415
3
<0.1%
2.982800006866455
1
<0.1%
3.2065000534057617
1
<0.1%
LARGEST VALUES
4079.93994140625
1
<0.1%
3956.199951171875
1
<0.1%
3876.0
3
<0.1%
3618.31005859375
1
<0.1%
3594.949951171875
1
<0.1%
3300.0
1
<0.1%
3234.429931640625
1
<0.1%
3162.949951171875
1
<0.1%
3093.949951171875
2
<0.1%
3081.969970703125
2
<0.1%
3053.969970703125
1
<0.1%
3048.989990234375
1
<0.1%
3015.89990234375
1
<0.1%
2977.409912109375
1
<0.1%
2863.949951171875
1
<0.1%
V316
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
163,751
92.4%
117.0
555
0.3%
59.0
440
0.2%
100.0
286
0.2%
49.0
274
0.2%
226.0
239
0.1%
50.0
196
0.1%
200.0
195
0.1%
150.0
187
0.1%
171.0
177
<0.1%
77.0
167
<0.1%
300.0
145
<0.1%
39.0
132
<0.1%
29.0
128
<0.1%
335.0
123
<0.1%
SMALLEST VALUES
0.0
163,751
92.4%
0.2915000021457672
1
<0.1%
0.4668999910354614
1
<0.1%
1.7563999891281128
2
<0.1%
2.001199960708618
1
<0.1%
2.4147000312805176
1
<0.1%
2.565200090408325
2
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
2
<0.1%
2.660599946975708
1
<0.1%
3.043299913406372
1
<0.1%
3.4433999061584477
1
<0.1%
3.5106000900268555
1
<0.1%
3.5127999782562256
4
<0.1%
3.5381999015808105
1
<0.1%
LARGEST VALUES
93100.0
1
<0.1%
92888.0
1
<0.1%
92782.0
1
<0.1%
92146.0
1
<0.1%
91828.0
1
<0.1%
91404.0
1
<0.1%
91298.0
1
<0.1%
91192.0
1
<0.1%
90874.0
1
<0.1%
90450.0
1
<0.1%
90238.0
1
<0.1%
90026.0
1
<0.1%
89920.0
1
<0.1%
89814.0
1
<0.1%
89708.0
1
<0.1%
V317
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
155,682
87.9%
117.0
673
0.4%
59.0
518
0.3%
226.0
324
0.2%
100.0
305
0.2%
49.0
302
0.2%
200.0
220
0.1%
171.0
211
0.1%
50.0
208
0.1%
150.0
204
0.1%
77.0
190
0.1%
234.0
189
0.1%
335.0
170
<0.1%
118.0
165
<0.1%
107.9499969482422
161
<0.1%
SMALLEST VALUES
0.0
155,682
87.9%
0.2915000021457672
1
<0.1%
1.0710999965667725
1
<0.1%
1.857200026512146
1
<0.1%
2.215399980545044
1
<0.1%
2.565200090408325
1
<0.1%
2.598099946975708
1
<0.1%
3.043299913406372
1
<0.1%
3.213900089263916
2
<0.1%
3.4433999061584477
1
<0.1%
3.5381999015808105
1
<0.1%
3.829299926757813
1
<0.1%
3.86739993095398
3
<0.1%
3.873199939727783
1
<0.1%
3.9347000122070312
1
<0.1%
LARGEST VALUES
134021.0
8
<0.1%
133707.0
1
<0.1%
133595.0
1
<0.1%
133091.0
1
<0.1%
132979.0
1
<0.1%
132923.0
1
<0.1%
132817.0
1
<0.1%
132499.0
1
<0.1%
132393.0
1
<0.1%
131651.0
5
<0.1%
130909.0
1
<0.1%
130697.0
1
<0.1%
130591.0
1
<0.1%
129955.0
1
<0.1%
129637.0
1
<0.1%
V318
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
160,275
90.5%
117.0
621
0.4%
59.0
462
0.3%
100.0
298
0.2%
226.0
272
0.2%
49.0
271
0.2%
200.0
205
0.1%
50.0
198
0.1%
150.0
196
0.1%
171.0
191
0.1%
77.0
167
<0.1%
300.0
158
<0.1%
118.0
146
<0.1%
234.0
137
<0.1%
335.0
136
<0.1%
SMALLEST VALUES
0.0
160,275
90.5%
0.2915000021457672
1
<0.1%
0.4668999910354614
1
<0.1%
1.7563999891281128
1
<0.1%
2.565200090408325
2
<0.1%
2.598099946975708
1
<0.1%
2.6345999240875244
1
<0.1%
3.043299913406372
1
<0.1%
3.213900089263916
2
<0.1%
3.4433999061584477
1
<0.1%
3.5127999782562256
1
<0.1%
3.5381999015808105
1
<0.1%
3.6001999378204346
1
<0.1%
3.829299926757813
1
<0.1%
3.86739993095398
1
<0.1%
LARGEST VALUES
98364.0
1
<0.1%
98252.0
1
<0.1%
97748.0
1
<0.1%
97636.0
1
<0.1%
97580.0
1
<0.1%
97474.0
1
<0.1%
97156.0
1
<0.1%
97050.0
1
<0.1%
96744.0
1
<0.1%
96532.0
1
<0.1%
96426.0
1
<0.1%
96308.0
5
<0.1%
96212.0
8
<0.1%
95790.0
1
<0.1%
95598.0
1
<0.1%
V319
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
168,816
95.3%
100.0
318
0.2%
1165.0
258
0.1%
200.0
227
0.1%
117.0
224
0.1%
59.0
209
0.1%
150.0
168
<0.1%
50.0
152
<0.1%
57.95000076293945
146
<0.1%
300.0
139
<0.1%
107.9499969482422
137
<0.1%
226.0
136
<0.1%
49.0
129
<0.1%
39.0
102
<0.1%
1178.0
97
<0.1%
SMALLEST VALUES
0.0
168,816
95.3%
2.533400058746338
1
<0.1%
3.0910000801086426
1
<0.1%
3.86739993095398
1
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
4.96999979019165
1
<0.1%
5.0
9
<0.1%
5.13040018081665
1
<0.1%
5.679500102996826
1
<0.1%
5.877200126647949
1
<0.1%
6.0
6
<0.1%
6.004899978637695
1
<0.1%
6.041999816894531
1
<0.1%
6.063199996948242
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
9552.759765625
1
<0.1%
9295.849609375
1
<0.1%
8684.75
1
<0.1%
8250.0
8
<0.1%
7663.0498046875
1
<0.1%
7385.330078125
1
<0.1%
7262.31982421875
1
<0.1%
V320
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
162,819
91.9%
117.0
396
0.2%
59.0
395
0.2%
100.0
367
0.2%
57.95000076293945
272
0.2%
107.9499969482422
261
0.1%
7226.0
259
0.1%
200.0
247
0.1%
226.0
239
0.1%
49.0
208
0.1%
50.0
203
0.1%
150.0
191
0.1%
39.0
173
<0.1%
335.0
171
<0.1%
300.0
150
<0.1%
SMALLEST VALUES
0.0
162,819
91.9%
1.3085999488830566
2
<0.1%
2.291699886322021
1
<0.1%
2.533400058746338
1
<0.1%
3.275399923324585
1
<0.1%
3.587599992752075
1
<0.1%
3.86739993095398
3
<0.1%
4.10860013961792
21
<0.1%
4.180600166320802
1
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
4.96999979019165
1
<0.1%
5.0
11
<0.1%
5.13040018081665
1
<0.1%
5.679500102996826
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
9552.759765625
1
<0.1%
9295.849609375
1
<0.1%
9264.0
1
<0.1%
9158.0
1
<0.1%
9052.0
3
<0.1%
8722.0
1
<0.1%
8684.75
1
<0.1%
V321
MISSING:
3
(<1%)
MOST FREQUENT VALUES
0.0
166,661
94.1%
100.0
343
0.2%
59.0
283
0.2%
117.0
278
0.2%
200.0
235
0.1%
57.95000076293945
184
0.1%
150.0
183
0.1%
50.0
173
<0.1%
226.0
173
<0.1%
49.0
167
<0.1%
107.9499969482422
162
<0.1%
300.0
143
<0.1%
335.0
139
<0.1%
3602.0
132
<0.1%
39.0
129
<0.1%
SMALLEST VALUES
0.0
166,661
94.1%
1.3085999488830566
2
<0.1%
2.533400058746338
1
<0.1%
3.0910000801086426
1
<0.1%
3.275399923324585
1
<0.1%
3.86739993095398
1
<0.1%
4.10860013961792
6
<0.1%
4.611000061035156
1
<0.1%
4.795400142669678
1
<0.1%
4.96999979019165
1
<0.1%
5.0
9
<0.1%
5.13040018081665
1
<0.1%
5.679500102996826
1
<0.1%
5.877200126647949
1
<0.1%
6.0
3
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
101640.0
1
<0.1%
60500.0
1
<0.1%
52030.0
1
<0.1%
43200.0
1
<0.1%
30250.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
9552.759765625
1
<0.1%
9295.849609375
1
<0.1%
8684.75
1
<0.1%
8250.0
8
<0.1%
7663.0498046875
1
<0.1%
7385.330078125
1
<0.1%
7262.31982421875
1
<0.1%
V322
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
19,908
80.2%
1.0
2,576
10.4%
2.0
953
3.8%
3.0
462
1.9%
4.0
217
0.9%
5.0
111
0.4%
6.0
70
0.3%
7.0
29
0.1%
8.0
20
<0.1%
9.0
19
<0.1%
10.0
13
<0.1%
12.0
12
<0.1%
11.0
7
<0.1%
18.0
4
<0.1%
25.0
3
<0.1%
SMALLEST VALUES
0.0
19,908
80.2%
1.0
2,576
10.4%
2.0
953
3.8%
3.0
462
1.9%
4.0
217
0.9%
5.0
111
0.4%
6.0
70
0.3%
7.0
29
0.1%
8.0
20
<0.1%
9.0
19
<0.1%
10.0
13
<0.1%
11.0
7
<0.1%
12.0
12
<0.1%
13.0
3
<0.1%
14.0
3
<0.1%
LARGEST VALUES
874.0
1
<0.1%
872.0
1
<0.1%
871.0
1
<0.1%
865.0
1
<0.1%
862.0
1
<0.1%
858.0
1
<0.1%
857.0
1
<0.1%
856.0
1
<0.1%
853.0
1
<0.1%
849.0
1
<0.1%
847.0
1
<0.1%
845.0
1
<0.1%
844.0
1
<0.1%
843.0
1
<0.1%
842.0
1
<0.1%
V323
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
18,375
74.0%
1.0
2,792
11.2%
2.0
1,191
4.8%
3.0
599
2.4%
4.0
358
1.4%
5.0
233
0.9%
6.0
146
0.6%
7.0
98
0.4%
9.0
73
0.3%
8.0
70
0.3%
10.0
52
0.2%
11.0
41
0.2%
15.0
33
0.1%
12.0
28
0.1%
16.0
25
0.1%
SMALLEST VALUES
0.0
18,375
74.0%
1.0
2,792
11.2%
2.0
1,191
4.8%
3.0
599
2.4%
4.0
358
1.4%
5.0
233
0.9%
6.0
146
0.6%
7.0
98
0.4%
8.0
70
0.3%
9.0
73
0.3%
10.0
52
0.2%
11.0
41
0.2%
12.0
28
0.1%
13.0
24
<0.1%
14.0
19
<0.1%
LARGEST VALUES
1409.0
1
<0.1%
1408.0
1
<0.1%
1407.0
2
<0.1%
1406.0
1
<0.1%
1403.0
1
<0.1%
1402.0
1
<0.1%
1401.0
1
<0.1%
1394.0
1
<0.1%
1392.0
1
<0.1%
1383.0
1
<0.1%
1381.0
1
<0.1%
1380.0
1
<0.1%
1379.0
1
<0.1%
1376.0
1
<0.1%
1375.0
1
<0.1%
V324
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
19,005
76.6%
1.0
2,725
11.0%
2.0
1,166
4.7%
3.0
580
2.3%
4.0
331
1.3%
5.0
186
0.7%
6.0
128
0.5%
7.0
68
0.3%
8.0
42
0.2%
9.0
38
0.2%
10.0
34
0.1%
11.0
20
<0.1%
12.0
18
<0.1%
15.0
10
<0.1%
13.0
8
<0.1%
SMALLEST VALUES
0.0
19,005
76.6%
1.0
2,725
11.0%
2.0
1,166
4.7%
3.0
580
2.3%
4.0
331
1.3%
5.0
186
0.7%
6.0
128
0.5%
7.0
68
0.3%
8.0
42
0.2%
9.0
38
0.2%
10.0
34
0.1%
11.0
20
<0.1%
12.0
18
<0.1%
13.0
8
<0.1%
14.0
5
<0.1%
LARGEST VALUES
974.0
1
<0.1%
972.0
1
<0.1%
963.0
1
<0.1%
961.0
1
<0.1%
960.0
1
<0.1%
959.0
1
<0.1%
956.0
1
<0.1%
955.0
1
<0.1%
948.0
1
<0.1%
947.0
1
<0.1%
946.0
2
<0.1%
945.0
2
<0.1%
942.0
2
<0.1%
941.0
3
<0.1%
940.0
1
<0.1%
V325
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
23,717
95.6%
1.0
864
3.5%
2.0
199
0.8%
3.0
25
0.1%
4.0
7
<0.1%
5.0
3
<0.1%
6.0
2
<0.1%
11.0
1
<0.1%
9.0
1
<0.1%
8.0
1
<0.1%
7.0
1
<0.1%
SMALLEST VALUES
0.0
23,717
95.6%
1.0
864
3.5%
2.0
199
0.8%
3.0
25
0.1%
4.0
7
<0.1%
5.0
3
<0.1%
6.0
2
<0.1%
7.0
1
<0.1%
8.0
1
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
9.0
1
<0.1%
8.0
1
<0.1%
7.0
1
<0.1%
6.0
2
<0.1%
5.0
3
<0.1%
4.0
7
<0.1%
3.0
25
0.1%
2.0
199
0.8%
1.0
864
3.5%
0.0
23,717
95.6%
V326
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,957
88.5%
1.0
1,228
4.9%
2.0
327
1.3%
27.0
284
1.1%
3.0
139
0.6%
18.0
125
0.5%
4.0
113
0.5%
5.0
89
0.4%
7.0
65
0.3%
6.0
55
0.2%
8.0
51
0.2%
9.0
47
0.2%
19.0
41
0.2%
11.0
37
0.1%
10.0
33
0.1%
SMALLEST VALUES
0.0
21,957
88.5%
1.0
1,228
4.9%
2.0
327
1.3%
3.0
139
0.6%
4.0
113
0.5%
5.0
89
0.4%
6.0
55
0.2%
7.0
65
0.3%
8.0
51
0.2%
9.0
47
0.2%
10.0
33
0.1%
11.0
37
0.1%
12.0
26
0.1%
13.0
16
<0.1%
14.0
22
<0.1%
LARGEST VALUES
43.0
1
<0.1%
42.0
2
<0.1%
41.0
3
<0.1%
38.0
1
<0.1%
37.0
1
<0.1%
36.0
2
<0.1%
35.0
1
<0.1%
34.0
1
<0.1%
33.0
1
<0.1%
32.0
1
<0.1%
31.0
6
<0.1%
30.0
1
<0.1%
29.0
6
<0.1%
28.0
3
<0.1%
27.0
284
1.1%
V327
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
22,656
91.3%
1.0
1,076
4.3%
2.0
291
1.2%
10.0
193
0.8%
7.0
132
0.5%
3.0
116
0.5%
9.0
107
0.4%
4.0
86
0.3%
5.0
64
0.3%
6.0
43
0.2%
8.0
42
0.2%
11.0
8
<0.1%
12.0
3
<0.1%
18.0
2
<0.1%
13.0
1
<0.1%
SMALLEST VALUES
0.0
22,656
91.3%
1.0
1,076
4.3%
2.0
291
1.2%
3.0
116
0.5%
4.0
86
0.3%
5.0
64
0.3%
6.0
43
0.2%
7.0
132
0.5%
8.0
42
0.2%
9.0
107
0.4%
10.0
193
0.8%
11.0
8
<0.1%
12.0
3
<0.1%
13.0
1
<0.1%
16.0
1
<0.1%
LARGEST VALUES
18.0
2
<0.1%
16.0
1
<0.1%
13.0
1
<0.1%
12.0
3
<0.1%
11.0
8
<0.1%
10.0
193
0.8%
9.0
107
0.4%
8.0
42
0.2%
7.0
132
0.5%
6.0
43
0.2%
5.0
64
0.3%
4.0
86
0.3%
3.0
116
0.5%
2.0
291
1.2%
1.0
1,076
4.3%
V328
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
22,171
89.3%
1.0
1,472
5.9%
2.0
463
1.9%
11.0
297
1.2%
3.0
179
0.7%
15.0
74
0.3%
4.0
58
0.2%
5.0
30
0.1%
12.0
25
0.1%
6.0
21
<0.1%
8.0
9
<0.1%
7.0
8
<0.1%
14.0
5
<0.1%
9.0
4
<0.1%
10.0
3
<0.1%
SMALLEST VALUES
0.0
22,171
89.3%
1.0
1,472
5.9%
2.0
463
1.9%
3.0
179
0.7%
4.0
58
0.2%
5.0
30
0.1%
6.0
21
<0.1%
7.0
8
<0.1%
8.0
9
<0.1%
9.0
4
<0.1%
10.0
3
<0.1%
11.0
297
1.2%
12.0
25
0.1%
13.0
2
<0.1%
14.0
5
<0.1%
LARGEST VALUES
15.0
74
0.3%
14.0
5
<0.1%
13.0
2
<0.1%
12.0
25
0.1%
11.0
297
1.2%
10.0
3
<0.1%
9.0
4
<0.1%
8.0
9
<0.1%
7.0
8
<0.1%
6.0
21
<0.1%
5.0
30
0.1%
4.0
58
0.2%
3.0
179
0.7%
2.0
463
1.9%
1.0
1,472
5.9%
V329
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,782
87.8%
1.0
1,602
6.5%
2.0
538
2.2%
77.0
259
1.0%
3.0
219
0.9%
4.0
73
0.3%
38.0
60
0.2%
5.0
42
0.2%
6.0
35
0.1%
35.0
19
<0.1%
34.0
19
<0.1%
7.0
17
<0.1%
8.0
16
<0.1%
14.0
15
<0.1%
11.0
11
<0.1%
SMALLEST VALUES
0.0
21,782
87.8%
1.0
1,602
6.5%
2.0
538
2.2%
3.0
219
0.9%
4.0
73
0.3%
5.0
42
0.2%
6.0
35
0.1%
7.0
17
<0.1%
8.0
16
<0.1%
9.0
1
<0.1%
10.0
4
<0.1%
11.0
11
<0.1%
12.0
3
<0.1%
13.0
11
<0.1%
14.0
15
<0.1%
LARGEST VALUES
96.0
1
<0.1%
95.0
1
<0.1%
94.0
3
<0.1%
91.0
1
<0.1%
90.0
1
<0.1%
89.0
1
<0.1%
88.0
8
<0.1%
87.0
1
<0.1%
86.0
1
<0.1%
85.0
1
<0.1%
82.0
1
<0.1%
77.0
259
1.0%
72.0
1
<0.1%
70.0
1
<0.1%
67.0
1
<0.1%
V330
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,971
88.5%
1.0
1,539
6.2%
2.0
523
2.1%
3.0
197
0.8%
35.0
132
0.5%
32.0
62
0.2%
39.0
58
0.2%
4.0
57
0.2%
42.0
48
0.2%
5.0
37
0.1%
43.0
32
0.1%
6.0
22
<0.1%
28.0
21
<0.1%
29.0
20
<0.1%
11.0
19
<0.1%
SMALLEST VALUES
0.0
21,971
88.5%
1.0
1,539
6.2%
2.0
523
2.1%
3.0
197
0.8%
4.0
57
0.2%
5.0
37
0.1%
6.0
22
<0.1%
7.0
9
<0.1%
8.0
12
<0.1%
9.0
2
<0.1%
10.0
3
<0.1%
11.0
19
<0.1%
12.0
1
<0.1%
13.0
2
<0.1%
14.0
6
<0.1%
LARGEST VALUES
55.0
1
<0.1%
54.0
1
<0.1%
53.0
1
<0.1%
52.0
1
<0.1%
50.0
1
<0.1%
49.0
2
<0.1%
48.0
7
<0.1%
47.0
1
<0.1%
45.0
1
<0.1%
43.0
32
0.1%
42.0
48
0.2%
41.0
2
<0.1%
39.0
58
0.2%
38.0
2
<0.1%
37.0
1
<0.1%
V331
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
19,908
80.2%
100.0
659
2.7%
50.0
428
1.7%
200.0
421
1.7%
150.0
391
1.6%
300.0
320
1.3%
250.0
165
0.7%
400.0
160
0.6%
25.0
152
0.6%
75.0
129
0.5%
500.0
119
0.5%
600.0
116
0.5%
30.0
90
0.4%
20.0
84
0.3%
450.0
75
0.3%
SMALLEST VALUES
0.0
19,908
80.2%
5.0
19
<0.1%
6.0
6
<0.1%
7.5
1
<0.1%
8.0
5
<0.1%
9.0
2
<0.1%
10.0
53
0.2%
12.0
3
<0.1%
14.0
1
<0.1%
15.0
43
0.2%
17.0
1
<0.1%
18.0
2
<0.1%
20.0
84
0.3%
21.0
2
<0.1%
22.0
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
94265.0
1
<0.1%
94053.0
1
<0.1%
93947.0
1
<0.1%
93311.0
1
<0.1%
92993.0
1
<0.1%
92569.0
1
<0.1%
92463.0
1
<0.1%
92357.0
1
<0.1%
92039.0
1
<0.1%
91615.0
1
<0.1%
91403.0
1
<0.1%
91191.0
1
<0.1%
91085.0
1
<0.1%
90979.0
1
<0.1%
V332
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
18,375
74.0%
100.0
762
3.1%
50.0
518
2.1%
200.0
476
1.9%
150.0
450
1.8%
300.0
370
1.5%
250.0
197
0.8%
400.0
186
0.7%
25.0
169
0.7%
75.0
168
0.7%
500.0
141
0.6%
600.0
141
0.6%
30.0
117
0.5%
450.0
95
0.4%
20.0
88
0.4%
SMALLEST VALUES
0.0
18,375
74.0%
1.4800000190734863
1
<0.1%
5.0
13
<0.1%
6.0
2
<0.1%
7.5
7
<0.1%
8.0
1
<0.1%
8.75
2
<0.1%
10.0
32
0.1%
12.0
1
<0.1%
15.0
47
0.2%
17.0
4
<0.1%
18.0
3
<0.1%
20.0
88
0.4%
21.0
1
<0.1%
23.0
1
<0.1%
LARGEST VALUES
146105.0
1
<0.1%
145999.0
1
<0.1%
145912.0
1
<0.1%
145893.0
1
<0.1%
145802.0
1
<0.1%
145472.0
1
<0.1%
145362.0
1
<0.1%
145252.0
1
<0.1%
144883.0
1
<0.1%
144771.0
1
<0.1%
144267.0
1
<0.1%
144155.0
1
<0.1%
144099.0
1
<0.1%
143993.0
1
<0.1%
143675.0
1
<0.1%
V333
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
19,005
76.6%
100.0
725
2.9%
50.0
497
2.0%
200.0
453
1.8%
150.0
424
1.7%
300.0
345
1.4%
250.0
184
0.7%
400.0
180
0.7%
25.0
170
0.7%
75.0
150
0.6%
500.0
138
0.6%
30.0
131
0.5%
600.0
129
0.5%
40.0
99
0.4%
450.0
87
0.4%
SMALLEST VALUES
0.0
19,005
76.6%
5.0
14
<0.1%
6.0
6
<0.1%
7.0
1
<0.1%
7.5
1
<0.1%
10.0
37
0.1%
12.0
4
<0.1%
14.0
1
<0.1%
15.0
55
0.2%
16.0
2
<0.1%
17.0
1
<0.1%
18.0
5
<0.1%
20.0
82
0.3%
21.0
1
<0.1%
22.0
3
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
103383.0
1
<0.1%
103271.0
1
<0.1%
102767.0
1
<0.1%
102655.0
1
<0.1%
102599.0
1
<0.1%
102493.0
1
<0.1%
102175.0
1
<0.1%
102069.0
1
<0.1%
101343.0
1
<0.1%
101221.0
1
<0.1%
101131.0
1
<0.1%
101115.0
1
<0.1%
101025.0
1
<0.1%
101009.0
1
<0.1%
V334
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
23,717
95.6%
100.0
158
0.6%
50.0
118
0.5%
106.0
63
0.3%
25.0
62
0.2%
150.0
60
0.2%
265.0
56
0.2%
20.0
54
0.2%
181.0
46
0.2%
10.0
42
0.2%
200.0
36
0.1%
300.0
33
0.1%
1000.0
31
0.1%
30.0
30
0.1%
15.0
29
0.1%
SMALLEST VALUES
0.0
23,717
95.6%
5.0
17
<0.1%
6.0
1
<0.1%
7.5
1
<0.1%
8.0
5
<0.1%
9.0
2
<0.1%
10.0
42
0.2%
12.0
2
<0.1%
13.0
2
<0.1%
14.0
1
<0.1%
15.0
29
0.1%
17.0
1
<0.1%
18.0
1
<0.1%
20.0
54
0.2%
22.0
1
<0.1%
LARGEST VALUES
12307.5
1
<0.1%
11000.0
1
<0.1%
3300.0
1
<0.1%
3100.0
1
<0.1%
3000.0
2
<0.1%
2500.0
2
<0.1%
2250.0
1
<0.1%
2125.0
2
<0.1%
2000.0
2
<0.1%
1800.0
4
<0.1%
1000.0
31
0.1%
975.0
1
<0.1%
950.0
1
<0.1%
900.0
5
<0.1%
850.0
1
<0.1%
V335
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,957
88.5%
2301.0
275
1.1%
50.0
252
1.0%
100.0
227
0.9%
150.0
136
0.5%
1259.0
110
0.4%
25.0
100
0.4%
200.0
100
0.4%
20.0
81
0.3%
30.0
74
0.3%
75.0
68
0.3%
300.0
66
0.3%
40.0
49
0.2%
250.0
47
0.2%
15.0
41
0.2%
SMALLEST VALUES
0.0
21,957
88.5%
1.4800000190734863
1
<0.1%
5.0
13
<0.1%
6.0
2
<0.1%
7.0
1
<0.1%
7.5
7
<0.1%
8.0
1
<0.1%
8.75
2
<0.1%
9.0
1
<0.1%
10.0
30
0.1%
15.0
41
0.2%
17.0
4
<0.1%
18.0
2
<0.1%
20.0
81
0.3%
21.0
2
<0.1%
LARGEST VALUES
12307.5
1
<0.1%
11000.0
1
<0.1%
3350.0
1
<0.1%
3300.0
1
<0.1%
3200.0
1
<0.1%
3000.0
4
<0.1%
2600.0
2
<0.1%
2356.0
1
<0.1%
2340.0
1
<0.1%
2337.0
3
<0.1%
2301.0
275
1.1%
2250.0
2
<0.1%
2246.0
4
<0.1%
2125.0
2
<0.1%
2100.0
1
<0.1%
V336
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
22,656
91.3%
50.0
212
0.9%
1052.0
187
0.8%
100.0
166
0.7%
619.0
110
0.4%
25.0
107
0.4%
150.0
99
0.4%
942.0
88
0.4%
30.0
82
0.3%
20.0
82
0.3%
200.0
70
0.3%
40.0
56
0.2%
300.0
53
0.2%
75.0
51
0.2%
15.0
46
0.2%
SMALLEST VALUES
0.0
22,656
91.3%
5.0
14
<0.1%
6.0
3
<0.1%
7.0
1
<0.1%
7.5
1
<0.1%
10.0
29
0.1%
11.0
1
<0.1%
12.0
3
<0.1%
14.0
1
<0.1%
15.0
46
0.2%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
5
<0.1%
20.0
82
0.3%
22.0
3
<0.1%
LARGEST VALUES
12307.5
1
<0.1%
11000.0
1
<0.1%
3300.0
1
<0.1%
3250.0
1
<0.1%
3100.0
1
<0.1%
3000.0
3
<0.1%
2500.0
2
<0.1%
2250.0
1
<0.1%
2125.0
2
<0.1%
2000.0
2
<0.1%
1900.0
1
<0.1%
1800.0
4
<0.1%
1605.0
1
<0.1%
1595.0
1
<0.1%
1500.0
1
<0.1%
V337
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
22,171
89.3%
100.0
384
1.5%
1165.0
258
1.0%
200.0
240
1.0%
50.0
197
0.8%
150.0
196
0.8%
300.0
169
0.7%
250.0
106
0.4%
500.0
87
0.4%
400.0
78
0.3%
25.0
66
0.3%
75.0
65
0.3%
600.0
60
0.2%
1551.0
59
0.2%
1000.0
56
0.2%
SMALLEST VALUES
0.0
22,171
89.3%
5.0
8
<0.1%
6.0
4
<0.1%
8.0
1
<0.1%
10.0
16
<0.1%
12.0
1
<0.1%
15.0
21
<0.1%
20.0
28
0.1%
21.0
1
<0.1%
22.0
1
<0.1%
25.0
66
0.3%
26.0
1
<0.1%
27.0
1
<0.1%
29.0
1
<0.1%
30.0
34
0.1%
LARGEST VALUES
104060.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
8250.0
8
<0.1%
8000.0
1
<0.1%
7000.0
1
<0.1%
6750.0
1
<0.1%
6000.0
1
<0.1%
4250.0
1
<0.1%
4000.0
1
<0.1%
3750.0
1
<0.1%
V338
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,782
87.8%
100.0
430
1.7%
200.0
266
1.1%
7709.0
259
1.0%
50.0
232
0.9%
150.0
208
0.8%
300.0
182
0.7%
250.0
110
0.4%
500.0
90
0.4%
400.0
86
0.3%
25.0
79
0.3%
75.0
71
0.3%
600.0
62
0.2%
3667.0
60
0.2%
1000.0
60
0.2%
SMALLEST VALUES
0.0
21,782
87.8%
5.0
7
<0.1%
6.0
1
<0.1%
8.0
1
<0.1%
10.0
25
0.1%
11.0
1
<0.1%
12.0
5
<0.1%
15.0
31
0.1%
17.0
1
<0.1%
18.0
1
<0.1%
20.0
24
<0.1%
21.0
1
<0.1%
25.0
79
0.3%
26.0
1
<0.1%
27.0
2
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
9747.0
1
<0.1%
9641.0
1
<0.1%
9535.0
3
<0.1%
9205.0
1
<0.1%
9095.0
1
<0.1%
9000.0
1
<0.1%
8985.0
1
<0.1%
8875.0
8
<0.1%
V339
MISSING:
152,341
(86%)
MOST FREQUENT VALUES
0.0
21,971
88.5%
100.0
409
1.6%
200.0
255
1.0%
50.0
210
0.8%
150.0
206
0.8%
300.0
174
0.7%
3657.0
132
0.5%
250.0
109
0.4%
500.0
91
0.4%
400.0
82
0.3%
25.0
74
0.3%
75.0
68
0.3%
600.0
62
0.2%
3281.0
60
0.2%
1000.0
55
0.2%
SMALLEST VALUES
0.0
21,971
88.5%
5.0
9
<0.1%
6.0
3
<0.1%
8.0
1
<0.1%
10.0
18
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
15.0
29
0.1%
17.0
1
<0.1%
18.0
1
<0.1%
20.0
28
0.1%
21.0
1
<0.1%
25.0
74
0.3%
26.0
2
<0.1%
27.0
1
<0.1%
LARGEST VALUES
104060.0
1
<0.1%
52030.0
1
<0.1%
51200.0
1
<0.1%
43200.0
1
<0.1%
22869.0
1
<0.1%
12500.0
1
<0.1%
10000.0
1
<0.1%
9000.0
1
<0.1%
8250.0
8
<0.1%
8000.0
1
<0.1%
7000.0
1
<0.1%
6750.0
1
<0.1%
6000.0
1
<0.1%
5628.0
1
<0.1%
5573.0
1
<0.1%
id_01
MISSING:
133,876
(76%)
MOST FREQUENT VALUES
-5.0
24,591
56.8%
0.0
5,933
13.7%
-10.0
3,393
7.8%
-20.0
3,345
7.7%
-15.0
1,724
4.0%
-25.0
1,389
3.2%
-45.0
609
1.4%
-35.0
504
1.2%
-40.0
423
1.0%
-100.0
333
0.8%
-50.0
202
0.5%
-30.0
188
0.4%
-95.0
135
0.3%
-60.0
116
0.3%
-55.0
92
0.2%
SMALLEST VALUES
-100.0
333
0.8%
-96.0
1
<0.1%
-95.0
135
0.3%
-92.0
1
<0.1%
-90.0
61
0.1%
-87.0
3
<0.1%
-85.0
19
<0.1%
-82.0
1
<0.1%
-80.0
70
0.2%
-75.0
25
<0.1%
-71.0
1
<0.1%
-70.0
23
<0.1%
-65.0
29
<0.1%
-64.0
1
<0.1%
-63.0
1
<0.1%
LARGEST VALUES
0.0
5,933
13.7%
-5.0
24,591
56.8%
-6.0
2
<0.1%
-7.0
7
<0.1%
-9.0
1
<0.1%
-10.0
3,393
7.8%
-11.0
9
<0.1%
-12.0
4
<0.1%
-13.0
2
<0.1%
-14.0
3
<0.1%
-15.0
1,724
4.0%
-16.0
4
<0.1%
-17.0
3
<0.1%
-18.0
9
<0.1%
-19.0
3
<0.1%
id_02
MISSING:
134,896
(76%)
MOST FREQUENT VALUES
2131.0
5
<0.1%
1228.0
5
<0.1%
328.0
5
<0.1%
1201.0
4
<0.1%
1714.0
4
<0.1%
85290.0
4
<0.1%
1024.0
4
<0.1%
1303.0
4
<0.1%
1089.0
4
<0.1%
120151.0
4
<0.1%
552.0
4
<0.1%
1141.0
4
<0.1%
163067.0
4
<0.1%
123403.0
4
<0.1%
1083.0
4
<0.1%
SMALLEST VALUES
2.0
1
<0.1%
36.0
1
<0.1%
62.0
1
<0.1%
68.0
1
<0.1%
77.0
1
<0.1%
78.0
1
<0.1%
82.0
1
<0.1%
105.0
1
<0.1%
114.0
1
<0.1%
126.0
1
<0.1%
132.0
2
<0.1%
135.0
1
<0.1%
142.0
1
<0.1%
166.0
1
<0.1%
169.0
1
<0.1%
LARGEST VALUES
999595.0
1
<0.1%
998126.0
1
<0.1%
997741.0
1
<0.1%
997251.0
1
<0.1%
993277.0
1
<0.1%
993114.0
1
<0.1%
991867.0
1
<0.1%
990625.0
1
<0.1%
990150.0
1
<0.1%
988052.0
1
<0.1%
987184.0
1
<0.1%
986414.0
1
<0.1%
986301.0
1
<0.1%
984945.0
1
<0.1%
984135.0
1
<0.1%
id_03
MISSING:
157,171
(89%)
MOST FREQUENT VALUES
0.0
19,271
96.4%
1.0
255
1.3%
3.0
213
1.1%
2.0
128
0.6%
5.0
30
0.2%
4.0
30
0.2%
6.0
20
0.1%
-5.0
7
<0.1%
-6.0
6
<0.1%
-7.0
6
<0.1%
-8.0
4
<0.1%
-4.0
3
<0.1%
-3.0
3
<0.1%
-9.0
3
<0.1%
-1.0
3
<0.1%
SMALLEST VALUES
-13.0
1
<0.1%
-12.0
1
<0.1%
-11.0
2
<0.1%
-10.0
2
<0.1%
-9.0
3
<0.1%
-8.0
4
<0.1%
-7.0
6
<0.1%
-6.0
6
<0.1%
-5.0
7
<0.1%
-4.0
3
<0.1%
-3.0
3
<0.1%
-2.0
1
<0.1%
-1.0
3
<0.1%
0.0
19,271
96.4%
1.0
255
1.3%
LARGEST VALUES
9.0
1
<0.1%
7.0
1
<0.1%
6.0
20
0.1%
5.0
30
0.2%
4.0
30
0.2%
3.0
213
1.1%
2.0
128
0.6%
1.0
255
1.3%
0.0
19,271
96.4%
-1.0
3
<0.1%
-2.0
1
<0.1%
-3.0
3
<0.1%
-4.0
3
<0.1%
-5.0
7
<0.1%
-6.0
6
<0.1%
id_04
MISSING:
157,171
(89%)
MOST FREQUENT VALUES
0.0
19,822
99.2%
-5.0
35
0.2%
-8.0
24
0.1%
-6.0
24
0.1%
-12.0
13
<0.1%
-10.0
13
<0.1%
-11.0
10
<0.1%
-4.0
10
<0.1%
-1.0
10
<0.1%
-13.0
7
<0.1%
-9.0
6
<0.1%
-2.0
6
<0.1%
-3.0
6
<0.1%
-7.0
4
<0.1%
-28.0
1
<0.1%
SMALLEST VALUES
-28.0
1
<0.1%
-13.0
7
<0.1%
-12.0
13
<0.1%
-11.0
10
<0.1%
-10.0
13
<0.1%
-9.0
6
<0.1%
-8.0
24
0.1%
-7.0
4
<0.1%
-6.0
24
0.1%
-5.0
35
0.2%
-4.0
10
<0.1%
-3.0
6
<0.1%
-2.0
6
<0.1%
-1.0
10
<0.1%
0.0
19,822
99.2%
LARGEST VALUES
0.0
19,822
99.2%
-1.0
10
<0.1%
-2.0
6
<0.1%
-3.0
6
<0.1%
-4.0
10
<0.1%
-5.0
35
0.2%
-6.0
24
0.1%
-7.0
4
<0.1%
-8.0
24
0.1%
-9.0
6
<0.1%
-10.0
13
<0.1%
-11.0
10
<0.1%
-12.0
13
<0.1%
-13.0
7
<0.1%
-28.0
1
<0.1%
id_05
MISSING:
136,093
(77%)
MOST FREQUENT VALUES
0.0
27,902
67.9%
1.0
2,480
6.0%
2.0
1,495
3.6%
3.0
1,124
2.7%
4.0
859
2.1%
6.0
688
1.7%
5.0
680
1.7%
7.0
450
1.1%
8.0
371
0.9%
9.0
303
0.7%
10.0
298
0.7%
12.0
258
0.6%
11.0
257
0.6%
13.0
245
0.6%
14.0
223
0.5%
SMALLEST VALUES
-72.0
1
<0.1%
-46.0
1
<0.1%
-44.0
1
<0.1%
-40.0
1
<0.1%
-34.0
1
<0.1%
-33.0
1
<0.1%
-31.0
1
<0.1%
-30.0
3
<0.1%
-28.0
1
<0.1%
-27.0
4
<0.1%
-26.0
3
<0.1%
-25.0
8
<0.1%
-24.0
3
<0.1%
-23.0
5
<0.1%
-22.0
3
<0.1%
LARGEST VALUES
52.0
1
<0.1%
50.0
1
<0.1%
48.0
1
<0.1%
46.0
1
<0.1%
45.0
3
<0.1%
44.0
2
<0.1%
43.0
1
<0.1%
41.0
5
<0.1%
40.0
2
<0.1%
39.0
3
<0.1%
38.0
5
<0.1%
37.0
2
<0.1%
36.0
10
<0.1%
35.0
7
<0.1%
34.0
14
<0.1%
id_06
MISSING:
136,093
(77%)
MOST FREQUENT VALUES
0.0
27,472
66.9%
-1.0
1,414
3.4%
-5.0
1,146
2.8%
-6.0
935
2.3%
-9.0
786
1.9%
-100.0
711
1.7%
-10.0
616
1.5%
-8.0
590
1.4%
-11.0
530
1.3%
-7.0
454
1.1%
-12.0
409
1.0%
-4.0
388
0.9%
-13.0
263
0.6%
-28.0
255
0.6%
-33.0
253
0.6%
SMALLEST VALUES
-100.0
711
1.7%
-98.0
6
<0.1%
-97.0
2
<0.1%
-96.0
3
<0.1%
-95.0
1
<0.1%
-94.0
3
<0.1%
-93.0
1
<0.1%
-92.0
2
<0.1%
-90.0
3
<0.1%
-88.0
1
<0.1%
-87.0
2
<0.1%
-86.0
1
<0.1%
-85.0
2
<0.1%
-84.0
4
<0.1%
-83.0
7
<0.1%
LARGEST VALUES
0.0
27,472
66.9%
-1.0
1,414
3.4%
-2.0
129
0.3%
-3.0
169
0.4%
-4.0
388
0.9%
-5.0
1,146
2.8%
-6.0
935
2.3%
-7.0
454
1.1%
-8.0
590
1.4%
-9.0
786
1.9%
-10.0
616
1.5%
-11.0
530
1.3%
-12.0
409
1.0%
-13.0
263
0.6%
-14.0
119
0.3%
id_07
MISSING:
175,650
(>99%)
MOST FREQUENT VALUES
0.0
123
8.1%
16.0
75
5.0%
12.0
64
4.2%
14.0
63
4.2%
13.0
55
3.6%
4.0
55
3.6%
22.0
54
3.6%
17.0
50
3.3%
15.0
49
3.2%
3.0
48
3.2%
21.0
44
2.9%
5.0
41
2.7%
26.0
40
2.6%
24.0
39
2.6%
25.0
39
2.6%
SMALLEST VALUES
-37.0
1
<0.1%
-32.0
1
<0.1%
-31.0
2
0.1%
-30.0
2
0.1%
-27.0
1
<0.1%
-26.0
1
<0.1%
-23.0
1
<0.1%
-22.0
1
<0.1%
-19.0
2
0.1%
-16.0
2
0.1%
-15.0
1
<0.1%
-14.0
3
0.2%
-13.0
4
0.3%
-12.0
2
0.1%
-11.0
3
0.2%
LARGEST VALUES
61.0
1
<0.1%
51.0
1
<0.1%
45.0
1
<0.1%
43.0
1
<0.1%
42.0
3
0.2%
41.0
3
0.2%
40.0
1
<0.1%
39.0
7
0.5%
38.0
7
0.5%
37.0
4
0.3%
36.0
3
0.2%
35.0
4
0.3%
34.0
4
0.3%
33.0
9
0.6%
32.0
7
0.5%
id_08
MISSING:
175,650
(>99%)
MOST FREQUENT VALUES
-100.0
135
8.9%
0.0
91
6.0%
-34.0
82
5.4%
-35.0
57
3.8%
-33.0
56
3.7%
-32.0
54
3.6%
-25.0
42
2.8%
-24.0
36
2.4%
-36.0
34
2.2%
-47.0
33
2.2%
-26.0
33
2.2%
-30.0
33
2.2%
-54.0
32
2.1%
-37.0
31
2.1%
-19.0
31
2.1%
SMALLEST VALUES
-100.0
135
8.9%
-99.0
3
0.2%
-98.0
1
<0.1%
-93.0
1
<0.1%
-92.0
1
<0.1%
-88.0
3
0.2%
-85.0
1
<0.1%
-84.0
2
0.1%
-81.0
2
0.1%
-79.0
3
0.2%
-78.0
1
<0.1%
-77.0
1
<0.1%
-76.0
3
0.2%
-73.0
9
0.6%
-72.0
5
0.3%
LARGEST VALUES
0.0
91
6.0%
-1.0
11
0.7%
-3.0
3
0.2%
-4.0
10
0.7%
-5.0
12
0.8%
-6.0
9
0.6%
-7.0
12
0.8%
-8.0
12
0.8%
-9.0
15
1.0%
-10.0
19
1.3%
-11.0
16
1.1%
-12.0
16
1.1%
-13.0
10
0.7%
-14.0
11
0.7%
-15.0
11
0.7%
id_09
MISSING:
154,584
(87%)
MOST FREQUENT VALUES
0.0
21,220
94.0%
1.0
485
2.1%
3.0
305
1.4%
2.0
242
1.1%
4.0
84
0.4%
5.0
66
0.3%
6.0
38
0.2%
-5.0
14
<0.1%
-3.0
12
<0.1%
-6.0
12
<0.1%
7.0
11
<0.1%
-8.0
11
<0.1%
-9.0
11
<0.1%
-10.0
10
<0.1%
-7.0
9
<0.1%
SMALLEST VALUES
-31.0
1
<0.1%
-26.0
1
<0.1%
-23.0
1
<0.1%
-22.0
2
<0.1%
-17.0
1
<0.1%
-15.0
1
<0.1%
-14.0
1
<0.1%
-13.0
2
<0.1%
-11.0
4
<0.1%
-10.0
10
<0.1%
-9.0
11
<0.1%
-8.0
11
<0.1%
-7.0
9
<0.1%
-6.0
12
<0.1%
-5.0
14
<0.1%
LARGEST VALUES
16.0
1
<0.1%
15.0
1
<0.1%
13.0
1
<0.1%
12.0
3
<0.1%
11.0
2
<0.1%
10.0
3
<0.1%
9.0
4
<0.1%
8.0
4
<0.1%
7.0
11
<0.1%
6.0
38
0.2%
5.0
66
0.3%
4.0
84
0.4%
3.0
305
1.4%
2.0
242
1.1%
1.0
485
2.1%
id_10
MISSING:
154,584
(87%)
MOST FREQUENT VALUES
0.0
21,995
97.4%
-6.0
74
0.3%
-1.0
72
0.3%
-5.0
69
0.3%
-8.0
48
0.2%
-10.0
38
0.2%
-9.0
38
0.2%
-11.0
35
0.2%
-12.0
29
0.1%
-7.0
25
0.1%
-13.0
25
0.1%
-4.0
24
0.1%
-3.0
13
<0.1%
-28.0
8
<0.1%
-2.0
8
<0.1%
SMALLEST VALUES
-100.0
4
<0.1%
-68.0
1
<0.1%
-60.0
1
<0.1%
-56.0
1
<0.1%
-54.0
1
<0.1%
-53.0
1
<0.1%
-50.0
1
<0.1%
-47.0
2
<0.1%
-43.0
3
<0.1%
-41.0
1
<0.1%
-39.0
1
<0.1%
-37.0
1
<0.1%
-36.0
1
<0.1%
-35.0
1
<0.1%
-34.0
1
<0.1%
LARGEST VALUES
0.0
21,995
97.4%
-1.0
72
0.3%
-2.0
8
<0.1%
-3.0
13
<0.1%
-4.0
24
0.1%
-5.0
69
0.3%
-6.0
74
0.3%
-7.0
25
0.1%
-8.0
48
0.2%
-9.0
38
0.2%
-10.0
38
0.2%
-11.0
35
0.2%
-12.0
29
0.1%
-13.0
25
0.1%
-14.0
5
<0.1%
id_11
MISSING:
134,866
(76%)
MOST FREQUENT VALUES
100.0
39,945
94.4%
95.08000183105467
390
0.9%
95.16000366210938
228
0.5%
97.12000274658205
144
0.3%
96.66999816894533
97
0.2%
96.19000244140624
80
0.2%
95.6500015258789
66
0.2%
94.29000091552734
65
0.2%
93.5500030517578
63
0.1%
96.47000122070312
54
0.1%
94.1999969482422
44
0.1%
96.72000122070312
41
<0.1%
97.13999938964844
37
<0.1%
94.0500030517578
35
<0.1%
97.62000274658205
31
<0.1%
SMALLEST VALUES
90.0
7
<0.1%
90.0999984741211
2
<0.1%
90.16000366210938
1
<0.1%
90.1999969482422
18
<0.1%
90.20999908447266
1
<0.1%
90.23999786376952
1
<0.1%
90.2699966430664
5
<0.1%
90.29000091552734
1
<0.1%
90.3499984741211
8
<0.1%
90.36000061035156
1
<0.1%
90.37999725341795
1
<0.1%
90.4800033569336
2
<0.1%
90.5500030517578
1
<0.1%
90.56999969482422
7
<0.1%
90.58999633789062
3
<0.1%
LARGEST VALUES
100.0
39,945
94.4%
99.22000122070312
1
<0.1%
99.0999984741211
1
<0.1%
99.04000091552734
1
<0.1%
99.01000213623048
1
<0.1%
98.9499969482422
1
<0.1%
98.94000244140624
2
<0.1%
98.91999816894533
2
<0.1%
98.91000366210938
2
<0.1%
98.81999969482422
2
<0.1%
98.7300033569336
9
<0.1%
98.58999633789062
1
<0.1%
98.54000091552734
1
<0.1%
98.5199966430664
1
<0.1%
98.51000213623048
4
<0.1%
id_12
MISSING:
133,876
(76%)
TOP CATEGORIES
isFraud
NotFound
36,898
85%
3,138
9%
Found
6,388
15%
402
6%
ALL
43,286
100%
6,341
4%
id_13
MISSING:
138,978
(78%)
MOST FREQUENT VALUES
52.0
17,422
45.6%
49.0
7,921
20.7%
64.0
4,275
11.2%
33.0
2,933
7.7%
27.0
1,077
2.8%
20.0
872
2.3%
14.0
764
2.0%
63.0
457
1.2%
19.0
395
1.0%
25.0
351
0.9%
43.0
259
0.7%
62.0
250
0.7%
18.0
211
0.6%
41.0
204
0.5%
55.0
150
0.4%
SMALLEST VALUES
11.0
122
0.3%
13.0
9
<0.1%
14.0
764
2.0%
15.0
119
0.3%
17.0
1
<0.1%
18.0
211
0.6%
19.0
395
1.0%
20.0
872
2.3%
21.0
1
<0.1%
22.0
1
<0.1%
24.0
85
0.2%
25.0
351
0.9%
26.0
2
<0.1%
27.0
1,077
2.8%
28.0
19
<0.1%
LARGEST VALUES
64.0
4,275
11.2%
63.0
457
1.2%
62.0
250
0.7%
61.0
29
<0.1%
60.0
2
<0.1%
58.0
5
<0.1%
57.0
1
<0.1%
56.0
4
<0.1%
55.0
150
0.4%
54.0
21
<0.1%
53.0
2
<0.1%
52.0
17,422
45.6%
51.0
63
0.2%
49.0
7,921
20.7%
48.0
2
<0.1%
id_14
MISSING:
153,047
(86%)
MOST FREQUENT VALUES
-300.0
13,402
55.6%
-360.0
4,990
20.7%
-480.0
3,801
15.8%
-420.0
1,391
5.8%
-600.0
128
0.5%
60.0
99
0.4%
0.0
58
0.2%
-240.0
44
0.2%
-180.0
35
0.1%
-540.0
31
0.1%
480.0
27
0.1%
540.0
26
0.1%
600.0
26
0.1%
120.0
15
<0.1%
180.0
12
<0.1%
SMALLEST VALUES
-660.0
1
<0.1%
-600.0
128
0.5%
-540.0
31
0.1%
-480.0
3,801
15.8%
-420.0
1,391
5.8%
-360.0
4,990
20.7%
-300.0
13,402
55.6%
-240.0
44
0.2%
-180.0
35
0.1%
0.0
58
0.2%
60.0
99
0.4%
120.0
15
<0.1%
180.0
12
<0.1%
240.0
3
<0.1%
270.0
4
<0.1%
LARGEST VALUES
720.0
3
<0.1%
600.0
26
0.1%
540.0
26
0.1%
480.0
27
0.1%
420.0
7
<0.1%
360.0
1
<0.1%
330.0
7
<0.1%
300.0
4
<0.1%
270.0
4
<0.1%
240.0
3
<0.1%
180.0
12
<0.1%
120.0
15
<0.1%
60.0
99
0.4%
0.0
58
0.2%
-180.0
35
0.1%
id_15
MISSING:
134,862
(76%)
TOP CATEGORIES
isFraud
Found
20,419
48%
2,240
11%
New
18,423
44%
928
5%
Unknown
3,458
8%
340
10%
ALL
42,300
100%
6,341
4%
id_16
MISSING:
138,320
(78%)
TOP CATEGORIES
isFraud
Found
19,991
51%
2,238
11%
NotFound
18,851
49%
930
5%
ALL
38,842
100%
6,341
4%
id_17
MISSING:
135,333
(76%)
MOST FREQUENT VALUES
166.0
23,689
56.6%
225.0
17,028
40.7%
102.0
202
0.5%
100.0
105
0.3%
159.0
92
0.2%
121.0
81
0.2%
148.0
62
0.1%
142.0
41
<0.1%
191.0
38
<0.1%
144.0
35
<0.1%
150.0
31
<0.1%
192.0
29
<0.1%
183.0
22
<0.1%
106.0
20
<0.1%
149.0
19
<0.1%
SMALLEST VALUES
100.0
105
0.3%
101.0
4
<0.1%
102.0
202
0.5%
105.0
1
<0.1%
106.0
20
<0.1%
107.0
3
<0.1%
110.0
3
<0.1%
111.0
4
<0.1%
114.0
2
<0.1%
117.0
1
<0.1%
118.0
1
<0.1%
119.0
8
<0.1%
121.0
81
0.2%
122.0
1
<0.1%
123.0
1
<0.1%
LARGEST VALUES
228.0
3
<0.1%
226.0
2
<0.1%
225.0
17,028
40.7%
219.0
1
<0.1%
218.0
16
<0.1%
217.0
4
<0.1%
216.0
9
<0.1%
214.0
1
<0.1%
213.0
2
<0.1%
212.0
10
<0.1%
210.0
17
<0.1%
208.0
1
<0.1%
207.0
1
<0.1%
205.0
6
<0.1%
204.0
1
<0.1%
id_18
MISSING:
163,583
(92%)
MOST FREQUENT VALUES
15.0
7,698
56.7%
13.0
4,016
29.6%
12.0
1,394
10.3%
18.0
200
1.5%
20.0
97
0.7%
17.0
76
0.6%
21.0
32
0.2%
26.0
23
0.2%
24.0
17
0.1%
11.0
12
<0.1%
27.0
10
<0.1%
29.0
2
<0.1%
28.0
1
<0.1%
23.0
1
<0.1%
SMALLEST VALUES
11.0
12
<0.1%
12.0
1,394
10.3%
13.0
4,016
29.6%
15.0
7,698
56.7%
17.0
76
0.6%
18.0
200
1.5%
20.0
97
0.7%
21.0
32
0.2%
23.0
1
<0.1%
24.0
17
0.1%
26.0
23
0.2%
27.0
10
<0.1%
28.0
1
<0.1%
29.0
2
<0.1%
LARGEST VALUES
29.0
2
<0.1%
28.0
1
<0.1%
27.0
10
<0.1%
26.0
23
0.2%
24.0
17
0.1%
23.0
1
<0.1%
21.0
32
0.2%
20.0
97
0.7%
18.0
200
1.5%
17.0
76
0.6%
15.0
7,698
56.7%
13.0
4,016
29.6%
12.0
1,394
10.3%
11.0
12
<0.1%
id_19
MISSING:
135,346
(76%)
MOST FREQUENT VALUES
266.0
5,962
14.3%
410.0
3,326
8.0%
427.0
2,630
6.3%
529.0
2,446
5.8%
312.0
1,843
4.4%
100.0
1,636
3.9%
542.0
1,507
3.6%
215.0
1,435
3.4%
153.0
1,313
3.1%
417.0
1,234
3.0%
352.0
1,191
2.8%
176.0
1,156
2.8%
290.0
1,060
2.5%
193.0
954
2.3%
633.0
830
2.0%
SMALLEST VALUES
100.0
1,636
3.9%
101.0
1
<0.1%
102.0
3
<0.1%
103.0
13
<0.1%
104.0
11
<0.1%
105.0
10
<0.1%
107.0
21
<0.1%
108.0
1
<0.1%
109.0
6
<0.1%
110.0
4
<0.1%
112.0
4
<0.1%
113.0
6
<0.1%
116.0
1
<0.1%
117.0
6
<0.1%
119.0
8
<0.1%
LARGEST VALUES
671.0
1
<0.1%
670.0
1
<0.1%
669.0
22
<0.1%
667.0
9
<0.1%
666.0
1
<0.1%
665.0
9
<0.1%
664.0
2
<0.1%
663.0
2
<0.1%
661.0
3
<0.1%
660.0
2
<0.1%
659.0
2
<0.1%
657.0
1
<0.1%
655.0
3
<0.1%
654.0
5
<0.1%
653.0
55
0.1%
id_20
MISSING:
135,372
(76%)
MOST FREQUENT VALUES
507.0
6,740
16.1%
222.0
3,276
7.8%
325.0
2,413
5.8%
533.0
1,992
4.8%
600.0
1,704
4.1%
549.0
1,696
4.1%
214.0
1,639
3.9%
563.0
1,392
3.3%
333.0
1,119
2.7%
595.0
1,031
2.5%
161.0
949
2.3%
500.0
833
2.0%
597.0
770
1.8%
489.0
770
1.8%
401.0
762
1.8%
SMALLEST VALUES
100.0
201
0.5%
102.0
1
<0.1%
103.0
9
<0.1%
104.0
3
<0.1%
107.0
263
0.6%
108.0
1
<0.1%
111.0
40
<0.1%
112.0
3
<0.1%
113.0
4
<0.1%
117.0
6
<0.1%
118.0
1
<0.1%
119.0
1
<0.1%
121.0
13
<0.1%
122.0
146
0.3%
124.0
6
<0.1%
LARGEST VALUES
660.0
8
<0.1%
657.0
2
<0.1%
655.0
2
<0.1%
652.0
1
<0.1%
650.0
2
<0.1%
648.0
10
<0.1%
645.0
2
<0.1%
644.0
2
<0.1%
643.0
1
<0.1%
642.0
1
<0.1%
641.0
1
<0.1%
639.0
2
<0.1%
638.0
166
0.4%
636.0
2
<0.1%
635.0
2
<0.1%
id_21
MISSING:
175,651
(>99%)
MOST FREQUENT VALUES
252.0
729
48.2%
228.0
70
4.6%
255.0
43
2.8%
596.0
41
2.7%
576.0
26
1.7%
277.0
23
1.5%
849.0
18
1.2%
668.0
18
1.2%
848.0
15
1.0%
755.0
15
1.0%
537.0
13
0.9%
770.0
12
0.8%
819.0
11
0.7%
440.0
10
0.7%
286.0
10
0.7%
SMALLEST VALUES
101.0
5
0.3%
109.0
2
0.1%
121.0
1
<0.1%
123.0
1
<0.1%
131.0
3
0.2%
134.0
1
<0.1%
142.0
4
0.3%
151.0
1
<0.1%
154.0
2
0.1%
156.0
1
<0.1%
160.0
2
0.1%
161.0
1
<0.1%
162.0
2
0.1%
166.0
1
<0.1%
168.0
1
<0.1%
LARGEST VALUES
854.0
5
0.3%
853.0
1
<0.1%
851.0
1
<0.1%
849.0
18
1.2%
848.0
15
1.0%
841.0
1
<0.1%
839.0
4
0.3%
838.0
1
<0.1%
835.0
1
<0.1%
834.0
1
<0.1%
827.0
2
0.1%
822.0
3
0.2%
820.0
2
0.1%
819.0
11
0.7%
818.0
1
<0.1%
id_22
MISSING:
175,645
(>99%)
MOST FREQUENT VALUES
14.0
1,386
91.4%
41.0
101
6.7%
33.0
11
0.7%
31.0
2
0.1%
17.0
2
0.1%
36.0
2
0.1%
20.0
2
0.1%
28.0
2
0.1%
19.0
2
0.1%
39.0
1
<0.1%
24.0
1
<0.1%
38.0
1
<0.1%
12.0
1
<0.1%
35.0
1
<0.1%
26.0
1
<0.1%
SMALLEST VALUES
12.0
1
<0.1%
14.0
1,386
91.4%
17.0
2
0.1%
19.0
2
0.1%
20.0
2
0.1%
24.0
1
<0.1%
26.0
1
<0.1%
28.0
2
0.1%
31.0
2
0.1%
33.0
11
0.7%
35.0
1
<0.1%
36.0
2
0.1%
38.0
1
<0.1%
39.0
1
<0.1%
41.0
101
6.7%
LARGEST VALUES
42.0
1
<0.1%
41.0
101
6.7%
39.0
1
<0.1%
38.0
1
<0.1%
36.0
2
0.1%
35.0
1
<0.1%
33.0
11
0.7%
31.0
2
0.1%
28.0
2
0.1%
26.0
1
<0.1%
24.0
1
<0.1%
20.0
2
0.1%
19.0
2
0.1%
17.0
2
0.1%
14.0
1,386
91.4%
id_23
MISSING:
175,645
(>99%)
TOP CATEGORIES
isFraud
IP_PROXY:TRANSPARENT
1,018
67%
74
7%
IP_PROXY:ANONYMOUS
312
21%
45
14%
IP_PROXY:HIDDEN
187
12%
12
6%
ALL
1,517
100%
6,341
4%
id_24
MISSING:
175,777
(>99%)
MOST FREQUENT VALUES
11.0
813
58.7%
15.0
480
34.7%
16.0
61
4.4%
18.0
13
0.9%
21.0
7
0.5%
24.0
3
0.2%
17.0
3
0.2%
25.0
2
0.1%
26.0
1
<0.1%
12.0
1
<0.1%
23.0
1
<0.1%
SMALLEST VALUES
11.0
813
58.7%
12.0
1
<0.1%
15.0
480
34.7%
16.0
61
4.4%
17.0
3
0.2%
18.0
13
0.9%
21.0
7
0.5%
23.0
1
<0.1%
24.0
3
0.2%
25.0
2
0.1%
26.0
1
<0.1%
LARGEST VALUES
26.0
1
<0.1%
25.0
2
0.1%
24.0
3
0.2%
23.0
1
<0.1%
21.0
7
0.5%
18.0
13
0.9%
17.0
3
0.2%
16.0
61
4.4%
15.0
480
34.7%
12.0
1
<0.1%
11.0
813
58.7%
id_25
MISSING:
175,653
(>99%)
MOST FREQUENT VALUES
321.0
713
47.2%
205.0
91
6.0%
426.0
69
4.6%
501.0
41
2.7%
524.0
31
2.1%
442.0
24
1.6%
371.0
23
1.5%
126.0
18
1.2%
505.0
16
1.1%
509.0
15
1.0%
123.0
13
0.9%
247.0
12
0.8%
356.0
11
0.7%
486.0
11
0.7%
143.0
10
0.7%
SMALLEST VALUES
100.0
3
0.2%
102.0
1
<0.1%
103.0
1
<0.1%
104.0
1
<0.1%
106.0
4
0.3%
110.0
7
0.5%
111.0
1
<0.1%
113.0
1
<0.1%
118.0
2
0.1%
120.0
1
<0.1%
122.0
3
0.2%
123.0
13
0.9%
124.0
1
<0.1%
125.0
2
0.1%
126.0
18
1.2%
LARGEST VALUES
548.0
4
0.3%
545.0
6
0.4%
539.0
1
<0.1%
538.0
1
<0.1%
535.0
5
0.3%
530.0
1
<0.1%
528.0
1
<0.1%
525.0
3
0.2%
524.0
31
2.1%
521.0
1
<0.1%
520.0
1
<0.1%
518.0
1
<0.1%
516.0
2
0.1%
515.0
1
<0.1%
512.0
5
0.3%
id_26
MISSING:
175,646
(>99%)
MOST FREQUENT VALUES
161.0
236
15.6%
184.0
178
11.7%
142.0
160
10.6%
102.0
135
8.9%
169.0
124
8.2%
100.0
114
7.5%
119.0
94
6.2%
147.0
73
4.8%
182.0
43
2.8%
215.0
34
2.2%
146.0
32
2.1%
121.0
32
2.1%
190.0
23
1.5%
216.0
21
1.4%
194.0
19
1.3%
SMALLEST VALUES
100.0
114
7.5%
102.0
135
8.9%
106.0
8
0.5%
107.0
4
0.3%
108.0
1
<0.1%
109.0
1
<0.1%
110.0
5
0.3%
111.0
2
0.1%
113.0
1
<0.1%
114.0
10
0.7%
116.0
2
0.1%
117.0
10
0.7%
118.0
2
0.1%
119.0
94
6.2%
120.0
1
<0.1%
LARGEST VALUES
216.0
21
1.4%
215.0
34
2.2%
212.0
4
0.3%
211.0
1
<0.1%
208.0
2
0.1%
205.0
1
<0.1%
204.0
3
0.2%
202.0
1
<0.1%
199.0
8
0.5%
198.0
1
<0.1%
194.0
19
1.3%
192.0
1
<0.1%
190.0
23
1.5%
186.0
2
0.1%
185.0
4
0.3%
id_27
MISSING:
175,645
(>99%)
TOP CATEGORIES
isFraud
Found
1,512
>99%
131
9%
NotFound
5
<1%
0
0%
ALL
1,517
100%
6,341
4%
id_28
MISSING:
134,866
(76%)
TOP CATEGORIES
isFraud
Found
22,966
54%
2,481
11%
New
19,330
46%
1,025
5%
ALL
42,296
100%
6,341
4%
id_29
MISSING:
134,866
(76%)
TOP CATEGORIES
isFraud
Found
22,578
53%
2,479
11%
NotFound
19,718
47%
1,027
5%
ALL
42,296
100%
6,341
4%
id_30
MISSING:
153,785
(87%)
TOP CATEGORIES
isFraud
Windows 10
6,383
27%
195
3%
Windows 7
3,889
17%
135
3%
iOS 11.2.1
1,120
5%
57
5%
iOS 11.1.2
1,105
5%
46
4%
Android 7.0
873
4%
55
6%
Mac OS X 10_12_6
734
3%
9
1%
Mac OS X 10_11_6
718
3%
8
1%
iOS 11.3.0
636
3%
50
8%
Windows 8.1
573
2%
44
8%
iOS 10.3.3
501
2%
28
6%
iOS 11.2.6
486
2%
34
7%
Mac OS X 10_10_5
468
2%
12
3%
Mac OS X 10_13_2
412
2%
7
2%
Linux
376
2%
23
6%
Mac OS X 10_13_1
368
2%
2
<1%
iOS 11.2.5
343
1%
43
13%
Android
321
1%
39
12%
(Other)
4,071
17%
5,554
4%
ALL
23,377
100%
6,341
4%
id_31
MISSING:
135,070
(76%)
6,540
16%
-
-
chrome 63.0
4,012
10%
-
-
mobile safari 11.0
3,434
8%
-
-
mobile safari generic
2,711
6%
-
-
ie 11.0 for desktop
2,441
6%
-
-
safari generic
2,161
5%
-
-
chrome 62.0
2,068
5%
-
-
chrome 65.0
2,009
5%
-
-
chrome 64.0
1,735
4%
-
-
chrome 63.0 for android
1,448
3%
-
-
chrome generic
1,273
3%
-
-
edge 16.0
1,260
3%
-
-
chrome 66.0
1,037
2%
-
-
chrome 64.0 for android
1,001
2%
-
-
chrome 65.0 for android
991
2%
-
-
firefox 57.0
883
2%
-
-
mobile safari 10.0
665
2%
-
-
chrome 62.0 for android
653
2%
-
-
chrome 66.0 for android
463
1%
-
-
edge 15.0
339
<1%
-
-
chrome generic for android
326
<1%
-
-
samsung browser 6.2
324
<1%
-
-
firefox 59.0
267
<1%
-
-
firefox 58.0
212
<1%
-
-
ie 11.0 for tablet
211
<1%
-
-
chrome 49.0
197
<1%
-
-
firefox
182
<1%
-
-
safari 11.0
178
<1%
-
-
chrome 61.0
165
<1%
-
-
mobile safari 9.0
161
<1%
-
-
samsung browser 6.4
158
<1%
-
-
chrome 61.0 for android
143
<1%
-
-
chrome
127
<1%
-
-
firefox 52.0
123
<1%
-
-
edge 14.0
118
<1%
-
-
chrome 60.0
90
<1%
-
-
android webview 4.0
89
<1%
-
-
chrome 60.0 for android
89
<1%
-
-
other
87
<1%
-
-
chrome 55.0 for android
76
<1%
-
-
chrome 56.0 for android
76
<1%
-
-
chrome 58.0 for android
74
<1%
-
-
firefox 60.0
66
<1%
-
-
chrome 63.0 for ios
64
<1%
-
-
chrome 59.0 for android
59
<1%
-
-
firefox 48.0
56
<1%
-
-
chrome 52.0 for android
56
<1%
-
-
samsung browser generic
55
<1%
-
-
chrome 58.0
50
<1%
-
-
chrome 59.0
48
<1%
-
-
chrome 50.0 for android
46
<1%
-
-
Samsung/SM-G532M
44
<1%
-
-
opera 49.0
43
<1%
-
-
chrome 66.0 for ios
36
<1%
-
-
chrome 57.0
35
<1%
-
-
safari 10.0
34
<1%
-
-
firefox 56.0
34
<1%
-
-
firefox generic
32
<1%
-
-
mobile safari uiwebview
31
<1%
-
-
samsung browser 7.0
28
<1%
-
-
chrome 57.0 for android
678
2%
-
-
(Other)
id_32
MISSING:
153,779
(87%)
TOP CATEGORIES
isFraud
24.0
15,898
68%
532
3%
32.0
7,459
32%
535
7%
16.0
25
<1%
11
44%
0.0
1
<1%
1
100%
ALL
23,383
100%
6,341
4%
id_33
MISSING:
155,091
(88%)
5,074
23%
-
-
1920x1080
2,543
12%
-
-
1366x768
1,980
9%
-
-
1334x750
1,429
6%
-
-
2208x1242
1,276
6%
-
-
1440x900
1,102
5%
-
-
1600x900
1,056
5%
-
-
2048x1536
658
3%
-
-
1280x800
643
3%
-
-
2560x1600
553
3%
-
-
2560x1440
536
2%
-
-
1280x1024
509
2%
-
-
1136x640
496
2%
-
-
1680x1050
483
2%
-
-
2880x1800
467
2%
-
-
2436x1125
397
2%
-
-
1280x720
325
1%
-
-
1920x1200
319
1%
-
-
2001x1125
268
1%
-
-
1024x768
183
<1%
-
-
2220x1080
130
<1%
-
-
5120x2880
113
<1%
-
-
2732x2048
110
<1%
-
-
1366x767
100
<1%
-
-
3360x2100
84
<1%
-
-
855x480
79
<1%
-
-
1360x768
73
<1%
-
-
2736x1824
67
<1%
-
-
4096x2304
64
<1%
-
-
2961x1442
63
<1%
-
-
2224x1668
63
<1%
-
-
3840x2160
60
<1%
-
-
2220x1081
53
<1%
-
-
2160x1440
44
<1%
-
-
3200x1800
33
<1%
-
-
2562x1442
33
<1%
-
-
1280x768
32
<1%
-
-
1600x1200
30
<1%
-
-
3000x2000
30
<1%
-
-
1024x600
28
<1%
-
-
2560x1080
24
<1%
-
-
1152x864
23
<1%
-
-
1280x1025
20
<1%
-
-
3440x1440
20
<1%
-
-
2400x1350
19
<1%
-
-
1919x1079
17
<1%
-
-
960x540
17
<1%
-
-
2048x1152
16
<1%
-
-
801x480
16
<1%
-
-
1365x768
14
<1%
-
-
1536x864
13
<1%
-
-
2672x1440
13
<1%
-
-
1920x1281
13
<1%
-
-
1919x1080
11
<1%
-
-
2960x1440
10
<1%
-
-
2112x1188
9
<1%
-
-
1921x1081
8
<1%
-
-
1280x960
8
<1%
-
-
1728x972
7
<1%
-
-
1280x1023
7
<1%
-
-
1152x720
200
<1%
-
-
(Other)
id_34
MISSING:
153,735
(87%)
TOP CATEGORIES
isFraud
match_status:2
18,028
77%
720
4%
match_status:1
5,288
23%
356
7%
match_status:0
109
<1%
1
<1%
match_status:-1
2
<1%
0
0%
ALL
23,427
100%
6,341
4%
id_35
MISSING:
134,862
(76%)
TOP CATEGORIES
isFraud
T
23,442
55%
1,086
5%
F
18,858
45%
2,422
13%
ALL
42,300
100%
6,341
4%
id_36
MISSING:
134,862
(76%)
TOP CATEGORIES
isFraud
F
40,186
95%
3,417
9%
T
2,114
5%
91
4%
ALL
42,300
100%
6,341
4%
id_37
MISSING:
134,862
(76%)
TOP CATEGORIES
isFraud
T
33,085
78%
2,862
9%
F
9,215
22%
646
7%
ALL
42,300
100%
6,341
4%
id_38
MISSING:
134,862
(76%)
TOP CATEGORIES
isFraud
F
22,093
52%
2,262
10%
T
20,207
48%
1,246
6%
ALL
42,300
100%
6,341
4%
DeviceType
MISSING:
134,913
(76%)
TOP CATEGORIES
isFraud
desktop
25,552
60%
1,732
7%
mobile
16,697
40%
1,773
11%
ALL
42,249
100%
6,341
4%
DeviceInfo
MISSING:
141,540
(80%)
14,335
40%
-
-
Windows
6,010
17%
-
-
iOS Device
3,736
10%
-
-
MacOS
2,240
6%
-
-
Trident/7.0
582
2%
-
-
rv:11.0
272
<1%
-
-
rv:57.0
161
<1%
-
-
SM-J700M Build/MMB29K
119
<1%
-
-
SM-G610M Build/MMB29K
110
<1%
-
-
rv:59.0
105
<1%
-
-
SM-G955U Build/NRD90M
101
<1%
-
-
SM-G531H Build/LMY48B
98
<1%
-
-
SM-G532M Build/MMB29T
90
<1%
-
-
SM-G935F Build/NRD90M
88
<1%
-
-
SM-G950U Build/NRD90M
86
<1%
-
-
ALE-L23 Build/HuaweiALE-L23
83
<1%
-
-
SAMSUNG
81
<1%
-
-
SM-G930V Build/NRD90M
77
<1%
-
-
rv:58.0
75
<1%
-
-
rv:52.0
72
<1%
-
-
SM-N950U Build/NMF26X
67
<1%
-
-
SM-G950F Build/NRD90M
62
<1%
-
-
SM-A300H Build/LRX22G
59
<1%
-
-
rv:48.0
57
<1%
-
-
SM-J320M Build/LMY47V
56
<1%
-
-
Moto G (4) Build/NPJ25.93-14.7
54
<1%
-
-
SM-G570M Build/MMB29K
53
<1%
-
-
SM-J730GM Build/NRD90M
52
<1%
-
-
LG-M700 Build/NMF26X
50
<1%
-
-
CAM-L03 Build/HUAWEICAM-L03
46
<1%
-
-
Moto G (4) Build/NPJS25.93-14-13
45
<1%
-
-
Moto E (4) Plus Build/NMA26.42-69
45
<1%
-
-
LG-K410 Build/LRX22G
45
<1%
-
-
SM-A520F Build/NRD90M
45
<1%
-
-
SM-G955F Build/NRD90M
43
<1%
-
-
SAMSUNG SM-G950U Build/NRD90M
42
<1%
-
-
SM-G930F Build/NRD90M
42
<1%
-
-
Moto G Play Build/MPIS24.241-15.3-7
42
<1%
-
-
LG-D693n Build/LRX22G
42
<1%
-
-
TRT-L53 Build/HUAWEITRT-L53
40
<1%
-
-
SM-J510MN Build/MMB29M
39
<1%
-
-
SM-J701M Build/NRD90M
39
<1%
-
-
WAS-LX3 Build/HUAWEIWAS-LX3
39
<1%
-
-
LG-X230 Build/MRA58K
39
<1%
-
-
PRA-LX3 Build/HUAWEIPRA-LX3
38
<1%
-
-
hi6210sft Build/MRA58K
38
<1%
-
-
Moto G (4) Build/NPJS25.93-14-10
37
<1%
-
-
Moto E (4) Build/NMA26.42-69
36
<1%
-
-
SAMSUNG SM-G955U Build/NRD90M
36
<1%
-
-
Moto G (5) Plus Build/NPN25.137-92
35
<1%
-
-
SAMSUNG SM-J700M Build/MMB29K
35
<1%
-
-
SM-G935V Build/NRD90M
35
<1%
-
-
Moto X Play Build/NPD26.48-24-1
34
<1%
-
-
SM-A720F Build/NRD90M
34
<1%
-
-
SM-J710MN Build/MMB29K
34
<1%
-
-
F3213 Build/36.1.A.1.86
33
<1%
-
-
Moto Z2 Play Build/NPSS26.118-19-14
32
<1%
-
-
LG-H870 Build/NRD90U
32
<1%
-
-
LG-K580 Build/MRA58K
32
<1%
-
-
SAMSUNG SM-G532M Build/MMB29T
31
<1%
-
-
SAMSUNG-SM-G930A Build/NRD90M
5,406
15%
-
-
(Other)